Forschungseinheitdetails

Publikationstyp: Aufsatz / Paper in SCI-Expanded-Zeitschrift

1. Automated Nuclear Morphometry: A Deep Learning Approach for Prognostication in Canine Pulmonary Carcinoma to Enhance Reproducibility (2024)
2. Real-time estimation of EEG-based engagement in different tasks (2024)
3. Rethinking data augmentation for adversarial robustness (2024)
4. Analysis of Cell Viability in Microuidic Spheroid Arrays By Image Analysis And Neural Networks (2023)
5. Characterization of High-Gamma Activity in Electrocorticographic Signals (2023)
6. Constructing Adversarial Examples to Investigate The Plausibility of Explanations in Deep Audio And Image Classifiers (2023)
7. Emotion-aware Music Tower Blocks (EmoMTB): An Intelligent Audiovisual Interface for Music Discovery and Recommendation (2023)
8. Introduction to the ICWE 2022 Special Issue (2023)
9. Natural language processing for humanitarian action: Opportunities, challenges, and the path toward humanitarian NLP (2023)
10. ReuseKNN: Neighborhood Reuse for Differentially-Private KNN-Based Recommendations (2023)
11. Support the Underground: Characteristics of Beyond-Mainstream Music Listeners (2021)
12. Affect in Multimedia: Benchmarking Violent Scenes Detection (2020)
13. Audio-Based Music Structure Analysis: Current Trends, Open Challenges, and Applications. (2020)
14. Beneath (or beyond) the surface: Discovering voice-leading patterns with skip-grams (2020)
15. DeepNOG: Fast and accurate protein orthologous group assignment (2020)
16. Intelligent User Interfaces for Music Discovery (2020)
17. Preface to the Special Issue on User Modeling for Personalized Interaction with Music (2020)
18. Recommender Systems Leveraging Multimedia Content (2020)
19. User Models for Culture-Aware Music Recommendation: Fusing Acoustic and Cultural Cues (2020)
20. An Introduction to Signal Processing for Singing-Voice Analysis: High notes in the effort to automate the understanding of vocals in music (2019)
21. Deep Learning in Music Recommendation Systems (2019)
22. Global and country-specific mainstreaminess measures: Definitions, analysis, and usage for improving personalized music recommendation systems (2019)
23. Current Challenges and Visions in Music Recommender Systems Research (2018)
24. Getting Closer to the Essence of Music: The Con Espressione Manifesto. (2016)
25. Robust Quad-based Audio Fingerprinting (2016)
26. Inferring Metrical Structure in Music Using Particle Filters (2015)
27. The Second International Workshop on Cross-Disciplinary and Multicultural Perspectives on Musical Rhythm and Improvisation (2015)
28. Evaluation in Music Information Retrieval (2013)
29. A Fast Audio Similarity Retrieval Method for Millions of Music Tracks. (2012)
30. A Music Information System Automatically Generated via Web Content Mining Techniques (2011)
31. Effects of Album and Artist Filters in Audio Similarity Computed for Very Large Music Databases (2010)
32. Investigations of Between-Hand Synchronization in Magaloff's Chopin (2010)
33. The Magaloff Project: An Interim Report (2010)
34. Enlightening the Sun: A User Interface to Explore Music Artists via Multimedia Content. (2009)
35. Phase-plane Representation and Visualization of Gestural Structure in Expressive Timing (2009)
36. YQX Plays Chopin. (2009)
37. Sound and Music Computing: Research Trends and Some Key Issues. (2008)
38. Using String Kernels to Identify Famous Performers from their Playing Style. (2008)
39. "Reinventing The Wheel": A Novel Approach to Music Player Interfaces (2007)
40. Exploring Music Collections in Virtual Landscapes (2007)
41. Evaluation of Term Utility Functions for Very Short Multi-Document Summaries (2006)
42. Relational IBL in Classical Music (2006)
43. Automatic Identification of Music Performers with Learning Ensembles (2005)
44. Computational Models of Expressive Music Performance: The State of the Art (2004)

Publikationstyp: Aufsatz / Paper in SSCI-Zeitschrift

1. Upper Extremity training followed by Lower Extremity training with a Brain-Computer Interface Rehabilitation System (2024)
2. Affect in Multimedia: Benchmarking Violent Scenes Detection (2022)
3. An exploratory study on the acoustic musical properties to decrease self-perceived anxiety. (2022)
4. Capturing Time Dynamics from Speech using Neural Networks for Surgical Masks Detection (2022)
5. Explainability in Music Recommender Systems (2022)
6. Recommender Systems Under European AI Regulations (2022)
7. Investigating Gender Fairness of Recommendation Algorithms in the Music Domain (2021)
8. Listener Modeling and Context-aware Music Recommendation Based on Country Archetypes (2021)
9. On End-to-End White-Box Adversarial Attacks in Music Information Retrieval (2021)
10. On Evaluation of Inter- and Intra-Rater Agreement in Music Recommendation (2021)
11. Psychology-informed Recommender Systems (2021)
12. Real-time Music Following in Score Sheet Images via Multi-resolution Prediction (2021)
13. Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks (2021)
14. Moving to Communicate, Moving to Interact: Patterns of Body Motion in Musical Duo Performance (2019)
15. An analysis of global and regional mainstreaminess for personalized music recommender systems (2018)
16. Online, Loudness-invariant Singing Voice Detection (2018)
17. Towards uBPMN-based patterns for modeling ubiquitous business processes (2018)
18. A Consolidated View of Context for Intelligent systems (2017)
19. An Evaluation of Linear and Non-linear Models of Expressive Dynamics (2017)
20. Investigating Country-specific Music Preferences and Music Recommendation Algorithms with the LFM-1b Dataset (2017)
21. On the Interrelation between Listener Characteristics and the Perception of Emotions in Classical Orchestra Music. (2017)
22. An Assessment of Learned Score Features for Modeling Expressive Dynamics in Music (2014)
23. Enhancement of Sparse Silicon Retina-based Stereo Matching Using Belief Propagation And Two-stage Postfiltering (2014)
24. The Impact of Hesitation, a Social Signal, on a User?s Quality of Experience in Multimedia Content Retrieval (2014)
25. Harvesting Microblogs for Contextual Music Similarity Estimation - A Co-occurrence-based Framework (2013)
26. The Neglected User in Music Information Retrieval Research (2013)
27. Synchronization of Timing and Motion Among Performing Musicians. (2009)
28. Acoustic Cues to Beat Induction: A Machine Learning Perspective (2006)

Publikationstyp: Aufsatz / Paper in AHCI-Zeitschrift

1. Studying a Creative Act with Computers: Music Performance Studies with Automated Discovery Methods (2005)

Publikationstyp: Aufsatz / Paper in sonstiger referierter Fachzeitschrift

1. Brain Artery Segmentation for Structural MRI (2024)
2. Charting the Universe of Metal Music Lyrics and Analyzing Their Relation to Perceived Audio Hardness (2024)
3. Dynamic Convolutional Neural Networks as Efficient Pre-trained Audio Models (2024)
4. Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. (2023)
5. Commentary on A Computational Approach to Detection and Prediction of (Ir)Regularity in Children's Folk Songs (2023)
6. Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music (2023)
7. Differential Privacy in Collaborative Filtering Recommender Systems: A Review (2023)
8. Fairness of recommender systems in the recruitment domain: an analysis from technical and legal perspectives (2023)
9. Histological Classification of Canine and Feline Lymphoma using a Modular Approach based on Deep Learning and Advanced Image Processing. Scientific Reports (2023)
10. Learning General Audio Representations With Large-Scale Training of Patchout Audio Transformers (2023)
11. Perception And Classification of Emotions in Nonsense Speech: Humans Versus Machines (2023)
12. Predicting the Price of Bitcoin Using Sentiment-Enriched Time Series Forecasting (2023)
13. Self-Supervised Contrastive Learning for Robust Audio-Sheet Music Retrieval Systems (2023)
14. Audio Self-supervised Learning: A Survey (2022)
15. Balancing biasand performance in polyphonic piano transcription systems (2022)
16. Differentiable Short-Term Models for Efficient Online Learningand Prediction in Monophonic Music (2022)
17. The Emotion Probe: On the Universality of Cross-Linguistic and Cross-Gender Speech Emotion Recognition via Machine Learning (2022)
18. Listener Modeling and Context-aware Music Recommendation Based on Country Archetypes (2021)
19. Introduction to the Special Collection ?20th Anniversary of ISMIR? (2020)
20. Modeling Popularity and Temporal Drift of Music Genre Preferences (2020)
21. scikit-hubness: Hubness Reduction and Approximate Neighbor Search (2020)
22. Eye Gaze as a Means of Giving and Seeking Information During Musical Interaction (2019)
23. Feature-Combination Hybrid Recommender Systems for Automated Music Playlist Continuation (2019)
24. Movie Genome: Alleviating New Item Cold Start in Movie Recommendation (2019)
25. Order, Context and Popularity Bias in Next-song Recommendations (2019)
26. Personality and Taxonomy Preferences, and the Influence of Category Choice on the User Experience for Music Streaming Services (2019)
27. DeepSNP: An End-to-End Deep Neural Network with Attention-Based Localization for Breakpoint Detection in Single-Nucleotide Polymorphism Array Genomic Data (2018)
28. End-to-End Cross-Modality Retrieval with CCA Projections and Pairwise Ranking Loss. (2018)
29. Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification. (2018)
30. Online, loudness-invariant vocal detectionin mixed music signals (2018)
31. Real-time detection and discrimination of visual perception using electrocorticographic signals (2018)
32. Research directions for digital signage systems in retail (2018)
33. An Intelligent Interface for Drum Pattern Variation and Comparative Evaluation of Algorithms (2017)
34. Der Musikant mit Taschenrechner in der Hand ? Algorithmen zur Musikanalyse mit Anwendungen in der Kreativwirtschaft (2016)
35. Introduction to Intelligent Music Systems and Applications (2016)
36. Der Musikant mit Taschenrechner in der Hand ? Algorithmen zur Musikanalyse mit Anwendungen in der Kreativwirtschaft (2015)
37. An electrocorticographic BCI using code-based VEP for continuous control in video applications: a single-subject study (2014)
38. A Motor Imagery Based Brain-Computer Interface for Stroke Rehabilitation (2012)
39. Exploring Pianist Performance Styles with Evolutionary String Matching (2006)
40. Automatic Classification of Musical Artists based on Web-Data (2005)
41. Intelligent Structuring and Exploration of Digital Music Collections (2005)
42. Musikalisch intelligente Computer: Anwendungen in der klassischen und populären Musik (2005)

Publikationstyp: Aufsatz / Paper in nicht-referierter Fachzeitschrift

1. A Deep Learning Approach for Network Anomaly Detection (2021)

Publikationstyp: Editorial in Fachzeitschrift

1. Guest editorial: Machine learning in and for music (2006)

Publikationstyp: Aufsatz / Paper in Tagungsband (referiert)

1. A Multimodal Single-Branch Embedding Network for Recommendation in Cold-Start and Missing Modality Scenarios (2024)
2. A Synopsis of FAME 2024 Challenge: Associating Faces with Voicesin Multilingual Environments (2024)
3. Beat this! Accurate beat tracking without DBN postprocessing (2024)
4. Cluster and Separate: a GNN Approach to Voice and Staff Prediction for Score Engraving (2024)
5. Effective Controllable Bias Mitigation for Classification and Retrieval using Gate Adapters (2024)
6. Emotion-Based Music Recommendation from Quality Annotations andLarge-Scale User-Generated Tags (2024)
7. GraphMuse: A Library for Symbolic Music Graph Processing (2024)
8. Making Alice Appear Like Bob: A Probabilistic PreferenceObfuscation Method For Implicit Feedback Recommendation Models (2024)
9. Multimodal Representation Learning for high-qualityRecommendations in Cold-start and Beyond-Accuracy (2024)
10. Perception-Inspired Graph Convolution for Music Understanding Tasks (2024)
11. Psychology-informed Information Access Systems Workshop (2024)
12. Quantifying the Corpus Bias Problem in Automatic Music Transcription Systems. (2024)
13. Robust Multi-Modal Registration of Cerebral Vasculature (2024)
14. SMUG-Explain: A Framework for Symbolic Music Graph Explanations (2024)
15. The Impact of Differential Privacy on Recommendation Accuracy and Popularity Bias (2024)
16. The Rach3 Dataset: Towards Data-Driven Analysis of Piano Performance Rehearsal (2024)
17. Towards Musically Informed Evaluation of Piano Transcription Models. (2024)
18. Towards Segmenting Cerebral Arteries from Structural MRI (2024)
19. 8+ 8= 4: Formalizing Time Units to Handle Symbolic Music Durations (2023)
20. A Review of Validity and its Relationship to Music Information Research (2023)
21. A Study on Accuracy, Miscalibration, and Popularity Bias in Recommendations (2023)
22. AdvancingNatural-Language Based Audio Retrieval with Passt and LargeAudio-Caption Data Sets (2023)
23. Are We Describing The Same Sound? An Analysis of Word Embedding Spaces of Expressive Piano Performance (2023)
24. Can ChatGPT Be Useful for Distant Reading of Music Similarity (2023)
25. Computational Versus Perceived Popularity Miscalibration in Recommender Systems (2023)
26. Creating a Good Teacher For Knowledge Distillation in Acoustic Scene Classification (2023)
27. Device-Robust Acoustic Scene Classification via Impulse Response Augmentation (2023)
28. Discrete Diffusion Probabilistic Models for Symbolic Music Generation (2023)
29. Distilling The Knowledge of Transformers and CNNS With CP-Mobile (2023)
30. Domain Information Control at Inference Time for Acoustic Scene Classification (2023)
31. Efficient Large-Scale Audio Tagging Via Transformer-to-CNN Knowledge Distillation (2023)
32. Enhancing the Ranking Context of Dense Retrieval Methods through Reciprocal Nearest Neighbors (2023)
33. Explainable Damage Models for Functional Ageing Effects in Abraded Copper Coated Textiles (2023)
34. Exploring Intensities of Hate Speech on Social Media: A Case Study on Explaining Multilingual Models with XAI (2023)
35. Exploring Sampling Techniques for Generating Melodies with a Transformer Language Model (2023)
36. Grep-Bias IR: A Dataset for Investigating Gender Representation Bias in Information Retrieval Results (2023)
37. Grep-BiasIR: A Dataset for Investigating Gender Representation Bias in Information Retrieval Results (2023)
38. I Don´t Care How Popular You Are! Investigating Popularity Bias From a User´s Perspective (2023)
39. Identifying Words in Job Advertisements Responsible for Gender Bias in Candidate Ranking Systems via Counterfactual Learning (2023)
40. Identifying Words in Job Advertisements Responsible for Gender Bias in Candidate Ranking Systems via Counterfactual Learning (2023)
41. Integrating the ACT-R Framework with Collaborative Filtering for Explainable Sequential Music Recommendation (2023)
42. Leveraging Domain Knowledge for Inclusive and Bias-aware Humanitarian Response Entry Classification (2023)
43. Leveraging Vision-Language Models for Granular Market Change Prediction (2023)
44. Low-Complexity Audio Embedding Extractors (2023)
45. Modular and On-demand Bias Mitigation with Attribute-Removal Subnetworks (2023)
46. Multiobjective Hyperparameter Optimization of Recommender Systems (2023)
47. Music Emotions in Solo Piano: Bridging the Gap Between Human Perception and Machine Learning, (2023)
48. Musical Voice Separation as Link Prediction: Modeling a MusicalPerception Task as a Multi-Trajectory Tracking Problem (2023)
49. On Frequency-Wise Normalizationsfor Better Recording Device Generalization in Audio SpectrogramTransformers (2023)
50. Online Symbolic Music Alignment With Offline Reinforcement Learning (2023)
51. Online Symbolic Music Alignment withOffline Reinforce-ment Learning (2023)
52. Parameter-efficient Modularised Bias Mitigation via AdapterFusion (2023)
53. Parameter-efficient On-demand Bias Mitigation via AdapterFusion (2023)
54. Passage Summarization With Recurrent Models for Audio ? Sheet Music Retrieval (2023)
55. Predicting Music Hierarchies with a Graph-Based Neural Decoder (2023)
56. Roman Numeral Analysis with Graph Neural Networks: Onset-wise Predictions from Note-wise Features (2023)
57. Segmentation and Anatomical Annotation of Cerebral Arteries in Non-Angiographic MRI (2023)
58. Show me a "Male Nurse"! How Gender Bias is Reflected in the Query Formulation of Search Engine Users (2023)
59. Sounding Out Reconstruction Error-Based Evaluation of Generative Models of Expressive Performance (2023)
60. Symbolic Music Representations for Classification Tasks: A Systematic Evaluation (2023)
61. The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist (2023)
62. The Batik-Plays-Mozart Corpus: Linking Performance to Score to Musicological Annotations (2023)
63. Towards Potential Applications of Machine Learning in Computer-Assisted Vocal Training (2023)
64. Towards Robust and Truly Large-Scale Audio-Sheet Music Retrieval (2023)
65. Travel Bird: A Personalized Destination Recommender with TourBERT and Airbnb Experiences (2023)
66. Trustworthy Algorithmic Ranking Systems (2023)
67. Trustworthy Recommender Systems: Technical, Ethical, Legal, and Regulatory Perspectives (2023)
68. Weed Detection in Grassland and Field Areas Employing RGB Imagery with a Deep Learning Algorithm Using Rumex obtusifolius Plants as a Case Study. (2023)
69. CODER: An efficient framework for improving retrieval through COntextual Document Embedding Reranking (2022)
70. Cadence Detection in Symbolic Classical Music using Graph Neural Networks (2022)
71. Can We Achieve Togetherness with an Artificial Partner? Insights and Challenges from Developing an Automatic Accompaniment System. (2022)
72. Concept-Based Techniques for Musicologist-Friendly Explanations In Deep Music Classifiers (2022)
73. Convolutional Transformer With Adaptive Position Embedding For Covid-19 Detection From Cough Sounds (2022)
74. Decoding and Visualising Intended Emotion in an Expressive Piano Performance (2022)
75. Defending a Music Recommender Against Hubness-Based Adversarial Attacks (2022)
76. Deformable Registration of Low-overlapping Medical Images (2022)
77. Differentiable dictionary search: Integrating linear mixing with deep non-linearmodelling for audio source separation (2022)
78. Do Perceived Gender Biases in Retrieval Results Affect Relevance Judgements (2022)
79. Do Perceived Gender Biases in Retrieval Results affect Users' Relevance Judgements? (2022)
80. Efficient Training of Audio Transformers with Patchout (2022)
81. EfficientLEAF: A Faster LEarnable Audio Frontend of Questionable Use (2022)
82. EmoMTB: Emotion-aware Music Tower Blocks (2022)
83. Exploring Cross-group Discrepancies in Calibrated Popularity for Accuracy/Fairness Trade-off Optimization (2022)
84. HumSet: Dataset of Multilingual Information Extraction and Classification for Humanitarian Crises Response (2022)
85. Improved Zero-Shot Audio Tagging &Classification with Patchout Spectrogram Transformers (2022)
86. Improving Natural-Language-based AudioRetrieval with Transfer Learning and Audio & Text Augmentations (2022)
87. Inconsistent Ranking Assumptions in Medical Search and Their Downstream Consequences (2022)
88. Knowledge Distillation From Transformers For Low-Complexity Acoustic Scene Classification (2022)
89. LFM-2b: A Dataset of Enriched Music Listening > Events for Recommender Systems Research and Fairness Analysis (2022)
90. Mitigating Bias in Search Results Through Contextual Document Reranking and Neutrality Regularization (2022)
91. Multiperspective and Multidisciplinary Treatment of Fairness in Recommender Systems Research (2022)
92. Music4All-Onion ? A Large-Scale Multi-faceted Content-Centric Music Recommendation Dataset (2022)
93. Musika! Fast Infinite Waveform Music Generation (2022)
94. Partitura: A Python Package for Symbolic Music (2022)
95. ProtoMF: Prototype-based Matrix Factorization for Effective and Explainable Recommendations (2022)
96. Psychology-informed Recommender Systems: A Human-centric Perspective on Recommender Systems (2022)
97. Retrieval and Recommendation Systems at the Crossroads of Artificial Intelligence, Ethics, and Regulation (2022)
98. Simulation-assisted Training of Neural Networks for Condition Monitoring of Electrical Drives: Approach and Proof of Concept (2022)
99. Simulation-assisted Training of Neural Networks for Condition Monitoring of Electrical Drives: Enhanced Domain Adaptation Methods (2022)
100. Synthesizing Diagnostic Burn Images for Deep Learning Applications (2022)
101. The match file format: Encoding Alignments between Scores and Performances (2022)
102. Traces of Globalization in Online Music Consumption Patterns and Results of Recommendation Algorithms (2022)
103. Unlearning Protected User Attributes in Recommendations with Adversarial Training (2022)
104. Unsupervised Graph Embeddings for Session-based Recommendation with Item Features (2022)
105. Verse Versus Chorus: Structure-aware Feature Extraction for Lyrics-based Genre Recognition (2022)
106. WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models (2022)
107. muco: A Music Computing Learning Application? (2022)
108. A Modern Perspective on Query Likelihood with Deep Generative Retrieval Models (2021)
109. Analyzing Item Popularity Bias of Music Recommender Systems: Are Different Genders Equally Affected? (2021)
110. Automatic Recognition of Texture in Renaissance Music (2021)
111. BlendTorch: A Real-Time, Adaptive Domain Randomization Library. (2021)
112. Computational filling of curatorial gaps in a fine arts exhibition (2021)
113. Coughing-based Recognition of Covid-19 with Spatial Attentive ConvLSTM Recurrent Neural Networks (2021)
114. Cross-city Analysis of Location-based Sentiment in User-generated Text (2021)
115. Current Challenges and Future Directions in Podcast Information Access (2021)
116. Does Track Sequence in User-Generated Playlist Matter? (2021)
117. Elastic Registration of MRI Scans and RGB-D Images to Improve Surgical Planing of Breast Reconstruction (2021)
118. Exploiting Temporal Dependencies for Cross-modal Music Piece Identification (2021)
119. Gait Recognition with DensePose Energy Images (2021)
120. Handling Structural Mismatches in Real-time OperaTracking (2021)
121. How Much is an Augmented Sample Worth? (2021)
122. Improving Real-time Score Following in Opera by Combining Music with Lyrics Tracking (2021)
123. Interactively Exploring Similarities Between Music Genres Based on User-generated Tags (2021)
124. LEMONS: Listenable Explanations for Music recOmmeNder Systems (2021)
125. Learning to Infer Unseen Contexts inCausal Contextual Reinforcement Learning (2021)
126. Measuring Societal Biases from Text Corpora with Smoothed First-Order Co-occurrence (2021)
127. MultiHumES: Multilingual Humanitarian Dataset for Extractive Summarization (2021)
128. My Friends Also Prefer Diverse Music: Homophily and Link Prediction With User Preferences for Mainstream, Novelty, and Diversity in Music (2021)
129. Nonlinear Denoising, Linear Demixing (2021)
130. Not All Relevance Scores are Equal: Efficient Uncertainty and Calibration Modeling for Deep Retrieval Models (2021)
131. On Perceived Emotion in Expressive Piano Performance: Further Experimental Evidence for the Relevance of Mid-level Perceptual Features (2021)
132. On The Discriminability of Samples Using Binarized ReLU Activations (2021)
133. On the Potential of large-scale Extended Reality Interaction for Industrial Environments (2021)
134. On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples (2021)
135. On-Line Audio-to-Lyrics Alignment Based on a Reference Performance (2021)
136. Over-Parameterization and Generalization in Audio Classification (2021)
137. Predicting Music Relistening Behavior Using the ACT-R Framework (2021)
138. Probabilisticmodelling of signal mixtures with differentiable dictionaries (2021)
139. Societal Biases in Retrieved Contents: Measurement Framework and Adversarial Mitigation of BERT Rankers, (2021)
140. Sorting Musical Expression: Characterization of Descriptions of Expressive Piano Performances (2021)
141. Supervised Contrastive Learning for Game-Play Frustration Detection from Speech (2021)
142. Team JKU-AIWarriors in the ACM Recommender Systems Challenge 2021: Lightweight XGBoost Recommendation Approach Leveraging User Features (2021)
143. The Balancing Principle for Parameter Choice in Distance-regularized Domain Adaptation (2021)
144. Towards Explaining Expressive Qualities in Piano Recordings: Transfer of Explanatory Features via Acoustic Domain Adaptation (2021)
145. Towards quantifying differences in expressive piano performances: Are Euclidean-like distance measures enough? (2021)
146. Tracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities (2021)
147. TripClick: The Log Files of a Large Health Web Search Engine, (2021)
148. Unsupervised Quantification of High-Gamma Activation in Electrocorticographic Signals (2021)
149. Addressing the Recitative Problem in Real-Time Opera Tracking (2020)
150. Adversarial Robustness in Data Augmentation (2020)
151. Anomalous Sound Detection as a Simple Binary Classification Problem with Careful Selection of Proxy Outlier Examples (2020)
152. Conformity Behavior in Group Playlist Creation (2020)
153. Context-Adaptive ReinforcementLearning using Unsupervised Learning of Context Variables (2020)
154. Discovering X Degrees of Keyword Separation in a Fine Arts Collection (2020)
155. Do Neural Ranking Models Intensify Gender Bias? (2020)
156. Evolutionary Optimization of Image Processing for Cell Detection in Microscopy Images (2020)
157. Learning to Read and Follow Music Incomplete Score Sheet Images (2020)
158. Learning to Read and Follow Music in Complete Score Sheet Images (2020)
159. Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping (2020)
160. Multi-Method Evaluation: Leveraging Multiple Methods to Answer What You Were Looking For (2020)
161. Music Tower Blocks: Multi-Faceted Exploration Interface for Web-Scale Music Access (2020)
162. On the Characterization of Expressive Performance in Classical Music: First Results of the Con Espressione Game (2020)
163. Pandemics, Music, and Collective Sentiment: Evidence From the Outbreak of COVID-19 (2020)
164. Personality Bias of Music Recommendation Algorithms (2020)
165. Personality Correlates of Music Audio Preferences for Modelling Music Listeners (2020)
166. Real-Time Visualisation of Fugue Played by a String Quartet (2020)
167. The Impact of Label Noise on a Music Tagger (2020)
168. The Unfairness of Popularity Bias in Music Recommendation: A Reproducibility Study (2020)
169. Towards Reliable Real-Time Opera Tracking: Combining Alignment with Audio Event Detectors to Increase Robustness (2020)
170. User Insights on Diversity in Music Recommendation Lists (2020)
171. Utilizing Human Memory Processes to Model Genre Preferences for Personalized Music Recommendations (2020)
172. audioLIME: Listenable Explanations Using Source Separation (2020)
173. 3D Robot Pose Estimation from 2D Images (2019)
174. A Convolutional Approach to Melody Line Identification in Symbolic Scores (2019)
175. Allowing for equal opportunities for artists in music recommendation (2019)
176. An Automatic Drum Machine with Touch UI Based on a Generative Neural Network (2019)
177. Cross-Country Investigation of User Connection Patterns in Online Social Networks (2019)
178. Cross-country User Connections in an Online Social Network for Music (2019)
179. Emotion and Theme Recognition in Music with Frequency-Aware RF-Regularized CNNs (2019)
180. End-to-end defect detection in automated fiber placement based on artificially generated data (2019)
181. Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification (2019)
182. Genre Differences of Song Lyrics and Artist Wikis: An Analysis of Popularity, Length, Repetitiveness, and Readability (2019)
183. Intelligent Music Interfaces for Listening and Creation (2019)
184. Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval (2019)
185. Leveraging Multi-Method Evaluation for Multi-Stakeholder Settings (2019)
186. Mixture Density Generative Adversarial Networks (2019)
187. Modeling Artist Preferences for Personalized Music Recommendations (2019)
188. On Conditioning GANs to Hierarchical Ontologies (2019)
189. Receptive-field-regularized CNN variants for acoustic scene classification (2019)
190. Tastalyzer: Audiovisual exploration of urban and rural variations in music taste (2019)
191. The Importance of Song Context and Song Order in Automated Music Playlist Generation (2019)
192. The Receptive Field as a Regularizer in Deep Convolutional Neural Networks for Acoustic Scene Classification (2019)
193. Towards explainable Music Emotion Recognition: The Route via mid-level Features (2019)
194. Two-level Explanations in Music Emotion Recognition (2019)
195. User Curated Shaping of Expressive Performances (2019)
196. A GAN Based Drum Pattern Generation UI Prototype (2018)
197. A Large-Scale Study of Language Models for Chord Prediction (2018)
198. An open model for researching the role of culture in online self-disclosure. (2018)
199. Attention as a Perspective for Learning Tempo-invariant Audio Queries (2018)
200. Audio-to-score alignment using transposition-invariant features (2018)
201. Audio-visual encoding of multimedia content for " enhancing movie recommendations", (2018)
202. Automatic Chord Recognition with Higher-Order Harmonic Language Modelling (2018)
203. Content-Based Multimedia Recommendation Systems: Definition and Application Domains (2018)
204. Culture-Aware Music Recommendation (2018)
205. Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning (2018)
206. Evaluating Language Models of Tonal Harmony (2018)
207. Event-driven stereo vision algorithm based on silicon retina sensors (2018)
208. GANs and Poses: An Interactive Generative Music Installation Controlled by Dance Moves (2018)
209. Genre-Agnostic Key Classification With Convolutional Neural Networks (2018)
210. IUI?18 Workshop on Intelligent Music Interfaces for Listening and Creation (MILC) (2018)
211. Improved Chord Recognition by Combining Duration and Harmonic Language Models (2018)
212. Investigating Cross-Country Relationship Between Users´ Social Ties and Music Mainstreaminess (2018)
213. Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine-grained Audio Signal Labelling. (2018)
214. Iterative Knowledge Distillation in R-CNNS for Weakly-Labeled Semi-Supervised Sound Event Detection (2018)
215. Large Area 3D Human Pose Detection Via Stereo Reconstruction in Panoramic Cameras (2018)
216. Large-scale weakly labeled semi-supervised sound event detection in domestic environments (2018)
217. Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. (2018)
218. MMTF-14K: A Multifaceted Movie Trailer Dataset for Recommendation and Retrieval (2018)
219. Mixture Density Generative Adversarial Networks (2018)
220. Moment distances for comparing high-entropy distributions with application in domain adaptation (2018)
221. Multimedia Recommender Systems (2018)
222. New Paths in Music Recommender Systems Research (2018)
223. On the Importance of Considering Country-specific Aspects on the Online-Market: An Example of Music Recommendation Considering Country-Specific Mainstream (2018)
224. Overview and New Challenges of Music Recommendation Research in 2018 (2018)
225. RecSys Challenge 2018: Automatic Music Playlist Continuation (2018)
226. Regressing Controversy of Music Artists from Microblogs (2018)
227. Rethinking Summarization and Storytelling for Modern Social Multimedia (2018)
228. The Effects of Real-world Events on Music Listening Behavior: An Intervention Time Series Analysis (2018)
229. The MediaEval 2018 Movie Recommendation Task: (2018)
230. Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets. (2018)
231. Training General-Purpose Audio Tagging Networks with Noisy Labels and Iterative Self-Verification. (2018)
232. Zero-mean convolutions for level-invariant singing voicedetection (2018)
233. geMsearch: Personalized Explorative Music Search (2018)
234. A Hybrid Approach to Music Playlist Continuation Based on Playlist-Song Membership (2017)
235. A Location-Based Educational Game for Understanding the Traveling Salesman Problem: A Case Study. (2017)
236. A hybrid approach with multi-channel i-vectors and convolutional neural networks for acoustic scene classification (2017)
237. Aktuelle Entwicklungen in der Automatischen Musikverfolgung (2017)
238. An Experimental Analysis of the Entanglement Problem in Neural-Network-based (2017)
239. Artist Preferences and Cultural, Socio-economic Distances Across Countries: A Big Data Perspective (2017)
240. Automatic Estimation of Harmonic Tension by Distributed Representation of Chords (2017)
241. Classifying Short Acoustic Scenes with I-Vectors and CNNs: Challenges and Optimisations for the 2017 DCASE ASC Task (2017)
242. Comparison of Alpha/Beta and High-Gamma Band for Motor-Imagery based BCI Control (2017)
243. Distance- and Rank-based Music Mainstreaminess Measurement (2017)
244. Drum Transcription from Polyphonic Music with Recurrent Neural Networks (2017)
245. Drum Transcription via Joint Beat and Drum Modeling using Convolutional Recurrent Neural Networks (2017)
246. End-to-End Musical Key Estimation Using a Convolutional Neural Network (2017)
247. Entanglement Problem in Neural-Network -Based Music Transcription s (2017)
248. GugerOptimal Bandpower Estimation and Tracking via Kalman Filtering for Real-Time Brain-Computer Interfaces (2017)
249. How Item Discovery Enabled by Diversity Leads to Increased Recommendation List Attractiveness (2017)
250. IUI?17 Companion-Workshop Summary for HUMANIZE?17 (2017)
251. Indicators of Country Similarity in Terms of Music Taste, Cultural, and Socio-economic Factors (2017)
252. Intelligent User Interfaces for Social Music Discovery and Exploration of Large-scale Music Repositories (2017)
253. Introducing Global and Regional Mainstreaminess for Improving Personalized Music Recommendation (2017)
254. Introducing Surprise and Opposition by Design in Recommender Systems. (2017)
255. Learning Audio - Sheet Music Correspondences for Score Identification And offline Alignment (2017)
256. Learning Musical Relations using Gated Autoencoders (2017)
257. Learning Transformations of Musical Material using Gated Autoencoders (2017)
258. Likelihood Estimation for Generative Adversarial Networks (2017)
259. Mapping Visual Attention of Duo Musicians During Rehearsal of Temporally-ambiguous Music (2017)
260. MediaEval 2017 AcousticBrainz Genre Task: Multilayer Perceptron Approach (2017)
261. Mining Culture-Specific Music Listening Behavior from Social Media Data (2017)
262. Modeling Harmony with Skip-Grams (2017)
263. Music Genre Classification Revisited: An In-Depth Examination Guided by Music Experts (2017)
264. Music Playlist Continuation by Learning from Hand-Curated Examples and Song Features. (2017)
265. Music Recommender Systems: Challenges and Opportunities for Non-Superstar Artists. (2017)
266. On Competitiveness of Nearest-Neighbor Based Music Classification: A Methodological Critique (2017)
267. On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition (2017)
268. On the Potential of Fully Convolutional Neural Networks (2017)
269. Online Music Listening Culture of Kids and Adolescents: Listening Analysis and Music Recommendation Tailored to the Young (2017)
270. Passive functional mapping guides electrical cortical stimulation for efficient determination of eloquent cortex in epilepsy patients (2017)
271. Personality Traits and Music Genre Preferences: How Music Taste Vary Over Age Groups (2017)
272. Personality Traits and Music Genres: What Do People Prefer to Listen To? (2017)
273. Personalizing Online Educational Tools: A Proposal (2017)
274. Piece Identification in Classical Piano Music Without Reference Scores (2017)
275. Predicting Genre Preferences from Cultural and Socio-economic Factors for Music Retrieval (2017)
276. Prediction of User Demographics from Music Listening Habits. (2017)
277. RecSys Challenge 2018: Automatic Playlist Continuation (2017)
278. Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-time (2017)
279. The Accompanion v0.1: An Expressive Accompaniment System (2017)
280. The Effect of Different Video Summarization Models on the Quality of Video Recommendation Based on Low-level Visual Features (2017)
281. The Importance of Song Context in Music Playlists (2017)
282. Towards Predicting the Popularity of Music Artists (2017)
283. Vibro-Tactile Evoked Potentoals for BCI Communication of People with Disordersof Consciousness and Locked-in Syndrome (2017)
284. What Do We Really Talk About When We Talk About Context in Pervasive Computing: A Review and Exploratory Analysis. (2017)
285. What Were You Expecting? Using Expectancy Features to Predict Expressive Performances of Classical Piano Music (2017)
286. 3-D Shape Recovery of the Left Heart Chamber from Biplane X-Ray Projections Using Anatomical A-Priori Information Learned from CT. (2016)
287. A Cosine-Distance based Neural Network for Music Artist Recognition Using Raw I-vector Features (2016)
288. A Dataset of Multimedia Material About Classical Music: PHENICX-SMM (2016)
289. A Fully Convolutional Deep Auditory Model for Musical Chord Recognition (2016)
290. A Hybrid Approach Using Binaural i-vectors and Deep Convolutional Neural Networks (2016)
291. A Personality-based Adaptive System for Visualizing Classical Music Performances (2016)
292. An Analysis of Agreement in Classical Music Perception and Its Relationship to Listener Characteristics (2016)
293. An Intelligent Musical Rhythm Variation Interface (2016)
294. Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR (2016)
295. Deep Linear Discriminant Analysis (2016)
296. Downbeat Tracking Using Beat-synchronous Features and Recurrent Neural Networks (2016)
297. Exploring Music Diversity Needs Across Countries (2016)
298. Feature Learning for Chord Recognition: The Deep Chroma Extractor (2016)
299. Fusing Social Media Cues: Personality Prediction from Twitter and Instagram (2016)
300. Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval (2016)
301. Investigating the Relationship Between Diversity in Music Consumption Behavior and Cultural Dimensions: A Cross-Country Analysis (2016)
302. Joint Beat and Downbeat Tracking with Recurrent Neural Networks (2016)
303. Landmark-based Audio Fingerprinting for DJ Mix Monitoring (2016)
304. Learning to Pinpoint Singing Voice from Weakly Labeled Examples (2016)
305. Live Score Following on Sheet Music Images (2016)
306. MIR Web Interface for Shaping Musical Creativity (2016)
307. Music Information Retrieval: Overview, Recent Developments and Future Challenges (2016)
308. Music Tweet Map: A Browsing Interface to Explore the Microblogosphere of Music (2016)
309. Noise-Robust Music Artist Recognition Using I-vector Features (2016)
310. On the Potential of Simple Framewise Approaches to Piano Transcription. (2016)
311. Personality Traits and the Relationship with (Non-)Disclosure Behavior on Facebook (2016)
312. Personality-Based User Modeling for Music Recommender Systems (2016)
313. Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material (2016)
314. Recurrent Neural Networks for Drum Transcription (2016)
315. Searching for Audio by Sketching Mental Images of Sound ? A Brave New Idea for Audio Retrieval in Creative Music Production (2016)
316. The Dial: Exploring Computational Strangeness (2016)
317. The GiantSteps Project: A Second-Year Intermediate Report (2016)
318. The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists. (2016)
319. The LFM-1b Dataset for Music Retrieval and Recommendation (2016)
320. Timbral and Semantic Features for Music Playlists. Accepted presentation at the Machine Learning for Music Discovery. (2016)
321. Towards Deep and Discriminative Canonical Correlation Analysis (2016)
322. Towards End-to-End Audio-Sheet-Music Retrieval (2016)
323. Towards Score Following in Sheet Music Images (2016)
324. Using Instagram Picture Features to Predict Users' Personality (2016)
325. madmom: a new Python Audio and Music Signal Processing Library (2016)
326. madmom: a new Python Audio and Music Signal Processing Library (2016)
327. "I?d like it to do the opposite": Music-Making Between Recommendation and Obstruction (2015)
328. A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos. (2015)
329. A Low-Latency, Real-Time-Capable Singing Voice Detection Method with LSTM Recurrent Neural Networks (2015)
330. A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts (2015)
331. Accurate Tempo Estimation based on Recurrent Neural Networks and Resonating Comb Filters (2015)
332. Addressing Tempo Estimation Octave Errors in Electronic Music by Incorporating Style Information Extracted from Wikipedia (2015)
333. An Efficient State-Space Model for Joint Tempo and Meter Tracking (2015)
334. Artificial Intelligence in the Concertgebouw (2015)
335. Classical Music on the Web - User Interfaces and Data Representations (2015)
336. Collaborating with Intelligent Machines: Interfaces for Creative Sound (2015)
337. Distinction of Individual Finger Responses in Somatosensory Cortex using ECoG High-Gamma Activation Mapping (2015)
338. Exploring Data Augmentation for Improved Singing Voice Detection with Neural Networks (2015)
339. Flexible Score Following: The Piano Music Companion and Beyond (2015)
340. GiantSteps ? Progress Towards Developing Intelligent and Collaborative Interfaces for Music Production and Performance (2015)
341. Gross-Version Singing Voice Detection in Classical Opera Recordings (2015)
342. How many people can control a motor imagery based BCI using common spatial patterns? (2015)
343. I-Vectors for Timbre-Based Music Similarity and Music Artist Classification (2015)
344. Improving Music Recommendations with a Weighted Factorization of the Tagging Activity (2015)
345. Improving Voice Activity Detection in Movies (2015)
346. Iron Maiden while jogging, Debussy for dinner? - An analysis of music listening behavior in context. (2015)
347. JKU-Satellite at Media Eval 2015: An Intuitive Approach to Locate Single Pictures Within a Session (2015)
348. Listener-Inspired Automated Music Playlist Generation (2015)
349. Listener-aware Music Recommendation from Sensor and Social Media Data (2015)
350. Listener-aware Music Search and Recommendation (2015)
351. MediaEval 2015: JKU-Tinnitus Approach to Emotion in Music Task (2015)
352. Model-Based 3-D Shape Recovery in Biplane X-Ray Angiography: A-Priory Information Learned from CT (2015)
353. Monaural Blind Source Separation in the Context of Vocal Detection (2015)
354. Music Retrieval and Recommendation: A Tutorial Overview (2015)
355. On the Influence of User Characteristics on Music Recommendation Algorithms (2015)
356. Online Control of a Humanoid Robot through Hand Movement Imagination using CSP based ECoG Features (2015)
357. PHENICX: Innovating the Classical Music Experience (2015)
358. Personality & Emotional States: Understanding Users' Music Listening Needs (2015)
359. Personality Correlates for Digital Concert Program Notes (2015)
360. Personality Traits Predict Music Taxonomy Preferences. (2015)
361. Predicting Personality Traits with Instagram Pictures (2015)
362. RFA at MediaEval 2015 Affective Impact of Movies Task: A Multimodal Approach (2015)
363. Real-time Music Tracking Using Multiple Performances as a Reference (2015)
364. Tailoring Music Recommendations to Users by Considering Diversity, Mainstreaminess, and Novelty (2015)
365. The MediaEval 2015 Affective Impact of Movies Task (2015)
366. The Soundtrack of My Life: Adjusting the Emotion of Music (2015)
367. Timbral Modeling for Music Artist Recognition Using i-Vectors (2015)
368. Towards Personalizing Classical Music Recommendations (2015)
369. Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections (2015)
370. A High-Performance Hardware Architecture for a Frameless Stereo Vision Algorithm Implemented on a FPGA Platform. (2014)
371. A Tempo- and Transposition-Invariant Piano Music Companion (2014)
372. A multi-model approach to beat tracking considering heterogeneous music styles. (2014)
373. Analysis and Prediction of Expressive Dynamics Using Bayesian Linear Models (2014)
374. Automated Stereo Calibration for Event-based Silicon Retina Imagers. (2014)
375. Benchmarking Violent Scenes Detection in Movies (2014)
376. Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio. (2014)
377. Enhancing Music Recommender Systems with Personality Information and Emotional States: A Proposal. (2014)
378. Evaluating the evaluation measures for beat tracking (2014)
379. Formant Analysis of Altered Notes in a Diatonic Harmonica (2014)
380. Genre-based Analysis of Social Media Data on Music Listening Behavior (2014)
381. Human Decisions in User Modeling: Motivation, Procedure and Example Application (2014)
382. Impact of Listening Behavior on Music Recommendation. (2014)
383. Improved Musical Onset Detection with Convolutional Neural Networks (2014)
384. Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness. (2014)
385. Large-scale Analysis of Group-specific Music Genre Taste From Collaborative Tags (2014)
386. Location-Aware Music Artist Recommendation (2014)
387. Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night? (2014)
388. On the Reduction of False Positives in Singing Voice Detection (2014)
389. Probabilistic Extraction of Beat Positions from a Beat Activation Function (2014)
390. Quad-Based Audio Fingerprinting Robust to Time and Frequency Scaling (2014)
391. STo Post or Not to Post: The Effects of Persuasive Cues and Group Targeting Mechanisms on Posting Behavior. (2014)
392. SoMeRA 2014: Social Media Retrieval and Analysis Workshop (2014)
393. Social Media and Classical Music? - A first analysis within the PHENICX project: "Performances as Highly Enriched aNd Interactive Concert eXperiences" (2014)
394. Tempo- and Transposition-invariant Identification of Piece and Score Position (2014)
395. The Complete Classical Music Companion v0.9 (2014)
396. The Piano Music Companion (2014)
397. The Use of Social Media for Music Analysis and Creation Within the GiantSteps Project (2014)
398. Towards a Drum Transcription System Aware of Bar Position (2014)
399. Tracking the 'Odd': Meter Inference in a Culturally Diverse Music Corpus (2014)
400. Unsupervised Learning and Refinement of Rhythmic Patterns for Beat and Downbeat Tracking. (2014)
401. User Geospatial Context for Music Recommendation in Microblogs (2014)
402. Using social media mining for estimating theory of planned behaviour parameters (2014)
403. What Really Moves Us in Music: Expressivity as a Challenge to Semantic Audio Research (2014)
404. A Naïve Mid-level Concept-based Fusion Approach to Violence Detction in Holiwood Movies. (2013)
405. A Professionally Annotated and Enriched Multimodal Data Set on Popular Music (2013)
406. An In-Depth Evaluation of Multimodal Video Genre Categorization (2013)
407. Applying Relay Attacks to Google Wallet (2013)
408. Automatic Alignment of Music Performances with Structural Differences (2013)
409. Enhanced Peak Picking for Onset Detection with Recurrent Neural Networks (2013)
410. Ground Truth Evaluation for Event-Based Silicon Retina Stereo Data (2013)
411. How to improve the statistical power of the 10-fold cross validation scheme in recommender systems (2013)
412. Hybrid Retrieval Approaches to Geospatial Music Recommendation. (2013)
413. Learning Binary Codes for Efficient Large-Scale Music Similarity Search (2013)
414. Leveraging Microblogs for Spatiotemporal Music Information Retrieval (2013)
415. Local Group Delay Aided Vibrato And Tremolo Suppression For Onset Detection (2013)
416. Location-aware Music Recommendation Using Auto-Tagging and Hybrid Matching (2013)
417. Managing Irrelevant Contextual Categories in a Movie Recommender System. (2013)
418. Maximal Translational Equivalence Classes of Musical Patterns in Point-Set Representations (2013)
419. Maximum Filter Vibrato Suppression for Onset Detection. (2013)
420. Music similarity and retrieval. (2013)
421. Musical Onset Detection with Convolutional Neural Networks (2013)
422. PHENICX: Performances as Highly Enriched aNd Interactive Concert Experiences (2013)
423. Periodicity Estimation of Nearly Regular Textures Based on Discrepancy Norm (2013)
424. Personality and Social Context : Impact on Emotion Induction from Movies (2013)
425. Personality-based active learning for collaborative filtering recommender systems (2013)
426. Refined Spectral Template Models for Score Following (2013)
427. Rhythmic Pattern Modeling for Beat- and Downbeat Tracking in Musical Audio (2013)
428. SIARCT-CFP: improving precision and the discovery of inexact musical patterns in point-set representatio (2013)
429. The Million Musical Tweet Dataset: What We Can Learn From Microblogs. (2013)
430. Towards Light-weight, Real-time-capable Singing Voice Detection (2013)
431. Tracking Rests and Tempo Changes: Improved Score Following with Particle Filters (2013)
432. A Simple and Effective Spectral Feature for Speech Detection in Mixed Audio Signals (2012)
433. Adaptive Distance Normalization for Real-Time Music Tracking (2012)
434. Automatic Web Video Categorization Using Audio-Visual Information and Hierarchical Clustering RF (2012)
435. Combining Score and Filter Based Models to Predict Tempo Fluctuations in Expressive Music Performances (2012)
436. Comparing the Accuracy of a P300 Speller for People with Major Physical Disability. (2012)
437. Content-based Video Description for Automatic Video Genre Categorization. (2012)
438. Evaluating the Online Capabilities of Onset Detection Methods. (2012)
439. Exploring Geospatial Music Listening Patterns in Microblog Data. (2012)
440. Fast Identification of Piece and Score Position Via Symbolic Fingerprinting (2012)
441. From Improved Auto-taggers to Improved Music Similarity Measures. (2012)
442. How Significant is Statistically Significant? The Case of Audio Music Similarity and Retrieval. (2012)
443. MIREX 2012 Audio Beat Tracking Evaluation: Beat.E (2012)
444. MusiClef: Multimodal Music Tagging Task. (2012)
445. Online Real-time Onset Detection with Recurrent Neural Networks (2012)
446. Polyphonic Piano Note Transcription with Recurrent Neural Networks. (2012)
447. Practical Attack Scenarios on Secure Element-enabled Mobile Devices (2012)
448. Putting the User in the Center of Music Information Retrieval (2012)
449. Relay Attacks on Secure Element-enabled Mobile Devices: Virtual Pickpocketing Revisited (2012)
450. Towards Minimal Test Collections for Evaluation of Audio Music Similarity and Retrieval (2012)
451. Towards a Complete Classical Music Companion (2012)
452. Unsupervised Feature Learning for Speech and Music Detection in Radio Broadcasts. (2012)
453. nepDroid: An Intelligent Mobile Music Player (2012)
454. A Method to Determine the Contribution of Annotated Performance Directives in Music Performances. (2011)
455. Accuracy of a P300 Speller for Different Conditions: A Comparison (2011)
456. An Approach to Automatic Music Band Member Detection Based on Supervised Learning. (2011)
457. Analyzing the Potential of Microblogs for Spatio-Temporal Popularity Estimation of Music Artists. (2011)
458. Behavioral Rehabilitation of the Eye Closure Reflex in Senescent Rats Using a Realt-Time Biosignal Acquisition System (2011)
459. Enhanced Beat Tracking with Context-Aware Neural Networks. (2011)
460. Explaining Expressive Dynamics As a Mixture of Basis Functions. (2011)
461. Expressive Performance with Bayesian Networks and Linear Basis Models. (2011)
462. Improving Tempo-Sensitive and Tempo-Robust Descriptors for Rhythmic Similarity. (2011)
463. Investigating the Similarity Space of Music Artists on the Micro-Blogosphere. (2011)
464. Large-Scale Music Exploration in Hierarchically Organized Landscapes Using Prototypicality Information. (2011)
465. Macht Musizieren Gesund? Zur Herzrate und Dessen Variabilität Während Mozarts Klavierkonzert Nr. 14 (2011)
466. MusiCLEF: A Benchmark Activity in Multimodal Music Information Retrieval. (2011)
467. On the Importance of "Real" Audio Data for MIR Algorithm Evaluation at the Note-Leve - A comparative Study. (2011)
468. Overview of the Third International Workshop on Search and Mining User-generated Contents. (2011)
469. Personalization in Multimodal Music Retrieval. (2011)
470. Security Vulnerabilities of the NDEF Signature Record Type (2011)
471. Stereo-Vision Algorithm Based on Bio-Inspired Silicon Retinas for Implementation in Hardware. (2011)
472. The Application of a Real-Time Rapid-Prototyping Environment for the Behavioral Rehabilitation of a Lost Brain Function in Rats. (2011)
473. The Vowel Worm: Real-Time Mapping and Visualisation of Sung Vowels in Music. (2011)
474. Toward a Model of Performance Errors: A qualitative Review of Magaloff´s Chopin. (2011)
475. Toward a Multilevel Model of Expressive Piano Performance. (2011)
476. Towards Semantic Music Information Extraction from the Web Using Rule Patterns and Supervised Learning. (2011)
477. Using Mutual Proximity to Improve Content-Based Audio Similarity . (2011)
478. Version Detection for Historical Musical Automata. (2011)
479. A Comparison of Human, Automatic and Collaborative Music Genre Classification and User Centric Evaluation of Genre Classification Systems. (2010)
480. A High-Level Audio Feature for Music Retrieval and Sorting. (2010)
481. A Mulit-Pass Algorithm for Accurate Audio-to-Score Alignment. (2010)
482. Active Perception and Scene Modeling by Planning with Probabilistic 6D Object Poses (2010)
483. Automatic Music Tag Classification based on Block-Level Features. (2010)
484. Combining Features Reduces Hubness in Audio Similarity. (2010)
485. Combining Features Reduces Hubness in Audio Similarity. (2010)
486. Evidence for Pianist-specific Rubato Style in Chopin Nocturnes. (2010)
487. Evidence for Pianist-specific Rubato Style in Chopin Nocturnes. (2010)
488. Fusing Block-Level Features for Music Similarity Estimation. (2010)
489. Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. (2010)
490. Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features. (2010)
491. Limitations of Interactive Music Recommendation Based on Audio Content. (2010)
492. Robust Real-time Music Tracking (2010)
493. Simple Tempo Models for Real-time Music Tracking (2010)
494. Strategies towards the Automatic Annotation of Classical Piano Music. (2010)
495. The Magaloff Corpus: An Empirical Error Study. (2010)
496. Towards Effective "Any-Time" Music Tracking (2010)
497. Using Block-Level Features for Genre Classifiction, Tag Classification and Music Similarity Estimation. (2010)
498. A Filter-and Refine Indexing Method for Fast Similarity Search in Millions of Music Tracks. (2009)
499. A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour (2009)
500. A Semi-Automatic Application to Segment and Tag Recordings from Vinyls. (2009)
501. Album and Artist Effects for Audio Similarity at the Scale of the Web. (2009)
502. An Integrated Active Perception Module for a Distributed Cognitive Architecture (2009)
503. Augmenting Text-Based Music Retrieval with Audio Similarity. (2009)
504. Browsing Music Recommendation Networks. (2009)
505. Computational Investigations Into Between-hand Synchronization in Piano Playing: Magaloff´s Complete Chopin. (2009)
506. Context-based Music Similarity Estimation (2009)
507. Dealing with Music in Intelligent Ways. (2009)
508. Expressive Performance Rendering: Introducing Performance Context (2009)
509. Improving Accuracy of Polyphinic Music-to -Score Alignment. (2009)
510. Informed Selection of Frames for Music Similarity Computation. (2009)
511. Maintaining Skill Across Life Span: Magaloff´s Complete Chopin at age 77. (2009)
512. On Rhythm and General Music Similarity (2009)
513. On the Limitations of Browsing Top-N Recommender Systems. (2009)
514. Probabilistic Occlusion Estimation in Cluttered Environments for Active perception Planning (2009)
515. Risk Analysis of Over-the-Air Transactions in an NFC Ecosystem (2009)
516. Studying Finger Motion in Piano Performance: Touch and Tempo. (2009)
517. The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips. (2009)
518. The Kinematic Rubato Model as a Means of Studying Final Ritards Across Pieces and Pianists. (2009)
519. Towards Audio to Score Alignment in the Symbolic Domain. (2009)
520. A 3-D Statistical Shape Model of the Left Ventricle - Geometric Prior Information for Recovering Shape from Projective Bi-Planar X-Ray Images. (2008)
521. A Deeper Look into Web-based Classification of Music Artists. (2008)
522. A Document-centered Approach to a Natural Language Music Search Engine. (2008)
523. Accessing Music Collections via Representative Cluster Prototypes in a Hierarchical Organization Scheme. (2008)
524. An Approach to Automatically Tracking Music Preference on Mobile Players (2008)
525. Automatic Page Turning for Musicians via Real-Time Machine Listening. (2008)
526. Automatic Reduction of MIDI Files Preserving Relevant Musical Content. (2008)
527. Erkenntnisse und Ergebnisse aus einem NFC Feldversuch (2008)
528. Evaluation of Application Platforms on Mobile Phones for NFC Applications (2008)
529. Evaluation of Smartcard Webserver from a Users Perspective (2008)
530. Experimentally Investigating the Use of Score Features for Computational Models of Expressive Timing. In (2008)
531. Exploring Music Artists via Descriptive Terms and Multimedia Content (2008)
532. Fast Parametric Viewpoint Estimation for Active Object Detection (2008)
533. Feature Based Prediction of the Perceived and Aesthetic Properties of Visual Textures. (2008)
534. Frame-level Audio Similarity - A Codebook Approach. (2008)
535. Intuitive Visualization of Gestures in Expressive Timing: A Case Study on the Final Ritard. (2008)
536. Investigating Different Term Weighting Functions for Browsing Artist-Related Web Pages by Means of Term Co-Occurrences. (2008)
537. Mamagement of Multiple Cards in NFC-Devices (2008)
538. Managing an NFC Ecosystem (2008)
539. NFC Devices: Security and Privacy. (2008)
540. Near Field Communication based Mobile Payment System. (2008)
541. Near Field Communication: State of Standardization. (2008)
542. Non-Negative Matrix Division for the Automatic Transcription of Polyphonic Music. (2008)
543. Oh Oh Oh Whoah! Towards Automatic Topic Detection in Song Lyrics. (2008)
544. Phase-plane Visualizations of Gestural Structure in Expressive Timing. (2008)
545. Playlist Generation Using Start and End Songs. (2008)
546. Real-Time Synaesthetic Sonification of Traveling Landscapes. (2008)
547. Secure Communication between Web Browsers and NFC Targets by the Example of an e-ticketing Concept (2008)
548. Sichere Infrastruktur zur Fernverwaltung von Smartcard-Chips in einem NFC-Ökosystem (2008)
549. Sicheres Over-the-air Management von SmartCard Applikationen in einem Near Field Communication Ökosystem. (2008)
550. StreamCatcher - Integrated Visualization of Music Clips and Online Audio Streams. (2008)
551. The Potential of SIM Cards as an Application Platform for Smart Server (2008)
552. Towards an Automatically Generated Music Information System via Web Content Mining. (2008)
553. sound/tracks: Real-Time Synaesthetic Sonification and Visualisation of Passing Landscapes. (2008)
554. sound/tracks: Real-Time Synaesthetic Sonification of Train Journeys. (2008)
555. A Complexity-based Approach to Melody Track Identification in MIDI Files. (2007)
556. A Music Search Engine Built upon Audio-based and Web-based Similarity Measures (2007)
557. A Systems Theoretic Approach to the Design of Scalable Cryptographic Hash Functions. (2007)
558. Automatic Music Detection in Television Productions. (2007)
559. Automatically Detecting Members and Instrumentation of Music Bands via Web Content Mining. (2007)
560. Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content (2007)
561. Building an Interactive Next-Generation Artist Recommender Based on Automatically Derived High-Level Concepts. (2007)
562. Evaluating Low-level Features for Beat Classification and Tracking (2007)
563. From Rhythm Patterns to Perceived Tempo. (2007)
564. Key Finding with Interval Profiles. (2007)
565. One-Touch Access to Music on Mobile Devices. (2007)
566. Search & Select - Intuitively Retrieving Music from Large Collections. (2007)
567. Searching for Music using Natural Language Queries and Relevance Feedback (2007)
568. Striving for an Improved Audio Similarity Measure (2007)
569. The Benefit of using SIM application toolkit in the context of Near Field Communication applications for mobile applications (2007)
570. The CoMIRVA Toolkit for Visualizing Music-Related Data (2007)
571. The Quest for Ground Truth in Musical Artist Tagging in the Social Web Era. (2007)
572. Towards Phrase Structure Reconstruction from Expressive Performance Data (2007)
573. Towards a Computational Model of Melody Identification in Polyphonic Music (2007)
574. Web-based Detection of Music Band Members and Line-Up. (2007)
575. An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web (2006)
576. Assigning and Visualizing Music Genres by Web-based Co-occurrence Analysis. (2006)
577. Automatically Adapting the Structure of Audio Similarity Spaces. (2006)
578. Automatically Describing Music on a Map. (2006)
579. Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation (2006)
580. Extracting Patterns from Brazilian Guitar Accompaniment Data (2006)
581. Independent Component Analysis for Music Similarity Computation. (2006)
582. Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies (2006)
583. Music Complexity Measures Predicting the Listening Experience (2006)
584. Probabilistic Combination of Features for Music Classification. (2006)
585. Separating Voices in MIDI. (2006)
586. Towards Automatic Retrieval of Album Covers (2006)
587. Unobstrusive Practise Tools for Pianists (2006)
588. A Web-Based Approach to Assessing Artist Similarity using Co-Occurrences (2005)
589. Acoustic Cues to Beat Induction: A Machine Learning Perspective (2005)
590. Adaptive Personalization: A Multi-Dimensional Approach to Boosting a Large Scale Mobile Music Portal (2005)
591. An Excellent Permutation Operator for Cryptographic Applications (2005)
592. Decision Support System Using Data Warehousing and On-line Analytical Processing Technologies (2005)
593. Discovering and Visualizing Prototypical Artists by Web-based Co-occurrence Analysis (2005)
594. Dynamic Playlist Generation based on Skipping Behavior (2005)
595. Evaluation of Frequently Used Audio Features for Classification of Music into Perceptual Categories (2005)
596. Evolutionary Search for Musical Parallelism (2005)
597. Exploring Similarities in Music Performances with an Evolutionary Algorithm (2005)
598. Extracting Patterns from Guitar Accompaniment Data: Some Experimental Results (2005)
599. Generating Similarity-based Playlists Using Traveling Salesman Algorithms (2005)
600. Hidden Markov Models for Spectral Similarity of Songs (2005)
601. Hierarchical Organization and Description of Music Collections at the Artist Level (2005)
602. Improvements of Audio-based Music Similarity and Genre Classification (2005)
603. Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity (2005)
604. Learning to Play Like the Great Pianists (2005)
605. MATCH: A Music Alignment Tool Chest (2005)
606. Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics (2005)
607. Novelty Detection for Spectral Similarity of Songs (2005)
608. SIMAC: Semantic Interaction with Music Audio Contents (2005)
609. Studio Report: The Machine Learning and Intelligent Music Processing Group at the Austrian Research Institute for Artificial Intelligence (ÖFAI), Vienna (2005)
610. The "Air Worm": An Interface for Real-time Manipulation of Expressive Music Performance (2005)
611. Using CoMIRVA for Visualizing Similarities Between Music Artists (2005)
612. Why Computers Need to Learn About Music (Abstract) (2005)

Publikationstyp: Aufsatz / Paper in Tagungsband (nicht-referiert)

1. Gait Recognition Using 3D View-Transformation Model (2023)
2. CP-JKU's Submission to Task 6a of the DCASE2022 Challenge: A BART encoder-decoder for Automatic Audio Captioning trained via the Reinforce Algorithm and Transfer Learning (2022)
3. Distilling Knowledge For Low-Complexity Convolutional Neural Networks From a Patchout Audio Transformer (2022)
4. Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables (2021)
5. Acoustic Scene Classification with Mismatched Recording Devices (2020)

Publikationstyp: Aufsatz / Paper in Sammelwerk (referiert)

1. Multimedia Recommender Systems: Algorithms and Challenges (2022)
2. Music Recommender Systems (2016)
3. Using Geometric Symbolic Fingerprinting to Discover Distinctive Patterns in Polyphonic Music Corpora (2016)
4. A combined model of sensory and cognitive representations underlying tonal expectations in music: from audio signals to behavior (2014)
5. A Survey of Music Similarity and Recommendation from Music Context Data (2013)
6. On Approximate Nearest Neighbor Field Algorithms in Template Matching for Surface Quality Inspection (2013)
7. A Model for Serendipitous Music Retrieval (2012)
8. Expressive Performance Rendering with Probabilistic Models (2012)
9. Mining Microblogs to Infer Music Artist Similarity and Cultural Listening Patterns (2012)
10. On the Use of Computational Methods for Expressive Music Performance (2009)
11. FM4 Soundpark: Audio-based music recommendation in everyday use (2008)
12. "Sense" in Expressive Music Performance: Data Acquisition, Computational Studies, and Models (2007)
13. From Sound to "Sense" via Feature Extraction and Machine Learning: Derieving High-level Descriptors for Characterising Music (2007)
14. Meaningfully Browsing Music Services. (2007)
15. SIMAC: Semantic Interaction with Music Audio Contents. (2005)

Publikationstyp: Aufsatz / Paper in Sammelwerk (nicht-referiert)

1. Der Beitrag der Informatik zur Musikwirtschaftsforschung (2018)

Publikationstyp: Handbuch (Erstauflage)

1. Music Similarity and Retrieval ? An Introduction to Audio- and Web-based Strategies (2016)
2. Web- and Community-based Music Information Extraction (2011)

Publikationstyp: Tagungsband Herausgeberschaft (Erstauflage)

1. Proceedings of the 3rd Workshop on Emotions and Personality in Personalized Systems (EMPIRE) (2015)
2. Proceedings of the First International IEEE Workshop on Near Field Communication (2009)

Publikationstyp: Wissenschaftliches Sammelwerk Herausgeberschaft (Erstauflage)

1. Emotions and Personality in Personalized Systems (2016)

Publikationstyp: Wissenschaftliches Sammelwerk Mitherausgeberschaft (Erstauflage)

1. A Roadmap for Sound and Music Computing. (2007)

Publikationstyp: Wissenschaftliches Sammelwerk Mitherausgeberschaft (Folgeauflage)

1. Personality and Recommender Systems (2016)

Publikationstyp: Anderer Forschungsbericht / Technischer Bericht

1. Improving Audio Spectrogram Transformers for Sound Event Detection Through Multi-Stage Training (2024)
2. CPJKU Submission to DCASE21: Cross-Device Audio Scene Classification with Wide Sparse Frequency-Damped CNNs (2021)
3. CP-JKU Submissions to Dcase?20: Low-Complexity Cross-Device Acoustic Scene Classification with RF-Regularized CNNs (2020)
4. Acoustic scene classification with reject option based on resnets (2019)
5. CP-JKU submissions to DCASE?19: Acoustic Scene Classification and Audio Tagging with Receptive-Field-Regularized CNNs (2019)

Publikationstyp: Dissertation

1. Computer Vision and AI Methods for Digital Pathology and Microscopy Imaging (2024)
2. Methodological Advances for Invasive Brain-Computer Interfaces (2024)
3. Multimodal Reconstruction of Anatomical Structures (2024)
4. Autonomous and Robust Live Tracking of Complete Opera Performances (2023)
5. Exploring Polyphonic Piano Transcription as an Inverse Problem (2022)
6. Inductive Bias in Learning General Audio Representations (2022)
7. Modelling Emotional Expression in Music Using Interpretable and Transferable Perceptual Features (2022)
8. Multi-modal Deep Learning for On-line Music Following in Score Sheet Images (2022)
9. Visual Perception and Interaction Using Synthetic Data in Manufacturing (2020)
10. Representation Learning and Inference from Signals and Sequences (2019)
11. Computational Modeling of Expressive Music Performance with Linear and Non-linear Basis Function Models (2018)
12. Deep Learning Methods for Drum Transcription and Drum Pattern Generation (2018)
13. Detecting the Presence of Singing Voice in Mixed Music Signals (2018)
14. Harmonic Analysis of Musical Audio Using Deep Neural Networks. (2018)
15. Machine Learning Approaches to Hybrid Music Recommender Systems (2018)
16. Multimodal Deep Representation Learning and its Application to Audio and Sheet Music (2018)
17. Audio Identification via Fingerprinting: Achieving Robustness to Severe Signal Modifications, (2017)
18. Capabilities of Invasive Brain-Computer Interfaces and Their Contribution to Brain Surgery (2017)
19. Deep Learning for Event Detection, Sequence Labelling and Similarity Estimation in Music Signals (2017)
20. Real-Time Processing of Non-Invasive and Invasive Electro-Physiological Data for Brain-Computer Interfaces (2017)
21. Event Detection in Musical Audio: Beyond Simple Feature Design (2016)
22. Flexible and Robust Music Tracking (2016)
23. Hardware Architecture of an Event-Driven Stereo Vision Algorithm Based on Silicon Retina Sensors (2016)
24. Improving the User Experience of Music Recommender Systems Through Personality and Cultural Information (2016)
25. Metrical Analysis of Musical Audio Using Probabilistic Models (2016)
26. Monitoring System for Reciprocating Compressor Valves - A data-driven Approach (2014)
27. A Novel Illumination Technique for Defection on Specular, Textured Surfaces and Its High Performance Implementation through Auto-Parallelization Techniques (2013)
28. Robust Defect Detection for Near-Regular Textures Based On Hermann Weyl´s Discrepancy Measure (2013)
29. Security Issues in mobile NFC Devices (2013)
30. Accurate Audio-to-Score Alignment - Data Acquisition in the Context of Computational Musicology, (2012)
31. Expressive Performance Rendering with Probabilistic Models - Creating, Analyzing, and Using the Magaloff Corpus, (2012)
32. Genetic Texture Synthesis (2012)
33. Indexing Content-Based Music Similarity Models for Fast Retrieval in Massive Databases, (2012)
34. Content-Based Music Recommender Systems: Beyond simple Frame-Level Audio Similarity (2011)
35. Automatic Characterization of Music for Intuitive Retrieval (2010)
36. Probabilistic Active Perception Planning for Autonomous Robots in Everyday Environments (2010)
37. Eine mobile Service Architektur für ein sicheres NFC Ökosystem (2009)
38. Automatically Extracting, Analyzing, and Visualizing Information on Music Artists form the World Wide Web. (2008)
39. Computational models of Music Similarity and their Application in Music Information Retrieval (2006)

Publikationstyp: Diplom- oder Masterarbeit

1. (de)Fusion of Score and Performance Representations for Symbolic Music Generation (2024)
2. Content-enriched Popularity Prediction for Music Tracks (2024)
3. Contrastive learning for biometric recognition (2024)
4. Entwicklung von Alltagsanwendungen als Smart Contract auf einer Blockchain mit Bewertung der Benutzerfreundlichkeit und anderer Metriken (2024)
5. Face Recognition with Residual Neural Networks (2024)
6. Non-Interactive Zero- Knowledge Proofs Based on Hamiltonian Cycles in Large Graphs (2024)
7. Object Detection of Cable Lugs (2024)
8. Vision Transformers for Age Estimation from Facial Images (2024)
9. ?From Sketches to Paintings? ? Image -to-Image Translation using Generative Adversarial Networks (2024)
10. A Periocular Biometric System on a Mobile Device (2023)
11. Dataset Shifts in Medical, Cross-Silo, Federated Learning (2023)
12. Iris Segmentation and Recognition using Deep Learning on a Mobile Device (2023)
13. ProtoSE: A Searchable Encryption System for Document Storage (2023)
14. A Hand Geometry based Fuzzy Vault (2022)
15. Analysis and Influence of Noise and Sparsity for Depth Completion Networks (2022)
16. Design and Implementation of a Deep Neural Network for Surface Reconstruction from 2D Images (2022)
17. Development and Implementation of an Industrial Validation Procedure for Deep Learning Applications in Series Production (2022)
18. Interpretation of Semantic Urban Scene Segmentation for Autonomous Vehicles (2022)
19. Lightweight Cryptography in Highly Constrained RFID Environments (2022)
20. Seamless Augmentation of Satellite Imagery for Building Damage Segmentation (2022)
21. Similarity-based ranking of European tourism destinations leveraging Airbnb experiences and custom pre-trained TourBERT embeddings (2022)
22. Software zum Erlernen des Kartenzählens (2022)
23. Using Domain Adaptation to Counter Distribution Shift Between Training And Application Domain (2022)
24. Dynamic password expiration based on a multimodal password strength meter (2021)
25. Efficient Implementation of Hash-based Signature Schemes - LMS and HSS (2021)
26. Maschinelles Lernen zur Detektion von Gefälschten Fingerabdrücken (2021)
27. Early Detection of Spruce Bark Beetles using Semantic Segmentation and Image Classification (2020)
28. Efficient Vulnerable Path Detection with Light-weight Code Property Subgraphs at Runtime (2020)
29. Entwurf und Implementierung einer quantensicheren Chat Applikation (2020)
30. Gait recognition using neural networks (2020)
31. Analyse von Fingerabdrücken für die biometrische Identifikation (2019)
32. Bitcoin Eclipse Attack - Statistical Analysis on Selfish Mining and Double-Spending Attack (2019)
33. Continuous Authentication using Keystroke Dynamics on Android Devices (2019)
34. Fingerprint Orientation Field Estimation using Convolutional Neural Networks (2019)
35. Hybrid Face Detection by Thresholding in Diverse Color Spaces (2019)
36. Performance Analyse von softwarebasierter Verschlüsselung auf low-cost Systemen (2019)
37. Security Model Comparison in PoW and PoS Decentralized Blockchain Consensus Algorithms (2019)
38. Isogenies for Post-Quantum Cryptography (2018)
39. Probabilistische Verschlüsselung (2018)
40. 3D Gesichtserkennung (2017)
41. Authentication by Keystroke Analysis (2017)
42. Controversy Detection of Music Artists (2017)
43. Das Millionärsproblem (2017)
44. Gait Recognition Using Optical Flow (2017)
45. Prediction of User Traits from Music Listening Habits (2017)
46. Real-Time Face Detection in HD Videos (2017)
47. Robuste Wasserzeichenverfahren Unter Verwendung Von DWT und SVD (2017)
48. Schrifterkennung am Notenblatt (2017)
49. Signing and Verifying Session Data in the Context of Small Embedded Systems in Electric Charging Stations (2016)
50. Automatic Extraction of Musical Style Information from Wikipedia Articles (2015)
51. A web-based Sound- and Music-Browser (2014)
52. Active Appearance Models for Face Recognition (2014)
53. Attempts at Improving the Efficiency of t-SNE (2014)
54. Hierarchical Temporal Memory -- Investigations, Ideas, and Experiments (2014)
55. Interactive Visualisation of Musical Structure with a Focus on Automatic Pattern Discovery (2014)
56. On-line Event Detection in Music Performances (2014)
57. Online Beat-Tracking with Particle-Filters (2014)
58. Robustes Watermarking für digitale Bilder (2014)
59. Control of a virutal Smart Home with a P300 based Brain Computer Interface (2013)
60. Implementierung und experimentelle Evaluierung des Fuzzy Vault mit Helper Data Verfahrens zur sicheren Speicherung von Fingerabdruckdaten (2013)
61. Wavelet-basierte Kompression biometrischer Passbilder (2013)
62. Wavelet-basierte Kompression kanonischer Gesichtsbilder (2013)
63. Ball Detection in Volleyball Video Recordings (2012)
64. Evaluierung von Leistungsfähigen Stereo Vision Algorithmen (2012)
65. Extraktion von Minutien (2012)
66. Featurenormierung in der Dynamischen Unterschriftverifikation (2012)
67. Pixel-basierte Hauterkennung Mit Statistischen Methoden (2012)
68. Realisierung von OCR in Bildern Natürlicher Szenen auf Android Basierten Smartphones (2012)
69. Anwendungen von Shamirs Schwellenwertschema (2011)
70. Implementierung eines RST invarianten Watermarkingverfahrens (2011)
71. Instrument Identification (2011)
72. Real Guitar Hero (2011)
73. Real Guitar Hero - Online Score Verification within a Computer Game (2011)
74. Real-time Capable Singer Tracking Using Pitch and Lyrics Information (2011)
75. Web-based Information Visualization (2011)
76. A Brain-Computer interface (BCI) based on Steady-State Visual Evokeld Potentials (SSVEP) for Controlling the Movement of a Robot (2010)
77. Audio-based 3D animation (2010)
78. Iriserkennung mittels GPGPU (2010)
79. Lokalisierung und Identifizierung von österreichischen Kraftfahrzeugkennzeichen mit Methoden der digitalen Bildverarbeitung (2010)
80. Securing XML Messages in Constrained Environments (2010)
81. Sichere Peer-To-Peer Zahlungen mit smartcards und NFC-fähigen Geräten (2010)
82. Automatische KFZ-Kennzeichenerkennung mit Methoden der digitalen Bildverarbeitung. (2009)
83. Performancemessung und Evaluierung kryptographischer Algorithmen auf Java Cards (2009)
84. Semiautomatische Personenerkennung mit Hilfe von Ohrvermessung (2009)
85. Semiautomatisches System zur Profildetektion und biometrischen Identifikation durch Vermessen der Ohren (2009)
86. Signieren, Verifizierung und Testen von Daten im NDEF Datenformat (2009)
87. Strong interface-independent authentication enforcement through commidity storage devices under GNU/Linux (2009)
88. Analysing and Visualising the Similarity of Web Radio Stations (2008)
89. Der digitale Poststempel und seine Anwendung in der elektronischen Zustellung (2008)
90. Entwicklung und Evaluierung eines neueartigen Verfahrens für den Vergleich von Iriscodes (2008)
91. Entwicklung und Realisierung von Verfahren zur automatischen Kennzeichenerkennung (2008)
92. Score Following with Dynamic Time Warping. An Automatic Page-Turner (2008)
93. Application Trust. Softwaregestützte Sicherung unternehmensinterner Kommunikation (2007)
94. Automatische Erkennung von Cover-Versionen und Plagiaten in moderner Pop- und Rockmusik (2007)
95. Bildkompression zur effizienten Datenübertragung durch Micro Unmanned Aerial Vehicles (2007)
96. Development of a Hand Geometry based Biometric System using PCA of Hand Images (2007)
97. Die Technologie der Smartcards mit einem Anwendugsbeispiel aus dem Bereich Verschlüsselung (2007)
98. Einsatzmöglichkeiten des Trusted Platform Modules im Produkt SafeGuard Enterprise zur Erhöhung der Sicherheit im Unternehmen (2007)
99. Entwicklung eines graphischen Editors für die Bearbeitung der Interpretation von Musikstücken. (2007)
100. Entwicklung und Implementierung eines multiresoluten Gesichtverifikationssystems (2007)
101. Kommunikationssicherheit - Entwicklung eines Sicherungssystems mit verschlüsselter Kommunikation und Versionierung (2007)
102. Personenerkennung anhand von Ohrbildern durch den Einstz der Principal Component Analysis (2007)
103. Sichere Datenübertragung bei Micro Unmanned Aerial Vehicles (2007)
104. Vorverarbeitungsstrategien für die biometrische Gesichtserkennung (2007)
105. Waveletbasierte Komprimierung von Stereobildern (2007)
106. Automatic Audio and Lyrics Alignment (2006)
107. Automatische Berechnung kanonischer Gesichtsbilder (2006)
108. Computational Aesthetics and Visual Preference - An Experimental Approach (2006)
109. Crane: Eine Kryptanalyse-Umgebung (2006)
110. Enhancing RST Robustness of Watermarking schemes by using DFT Domain Makers (2006)
111. Entwicklung und Implementierung eines neuen Systems zur Iris-basierten Personenidentifikation (2006)
112. Farbbasierte Objekterkennung (2006)
113. Inhaltsbasierte Ähnlichkeitsmetriken zur Navigation in Musiksammlungen (2006)
114. Methoden zur Vorverarbeitung von Ohrbildern für den Einsatz in PCA-basierten Personenerkennungssystemen (2006)
115. Methods for Pallet Entry and Track Control of an Autonomous Forklift Robot (2006)
116. Automatische Klassifikation von Musikkünstlern basierend auf Web-Daten (2005)
117. Distribution of PCA Face Coefficients in the Feature Space at an Increasing Number of Persons and Eigenfaces (2005)
118. Extraction of Audio Descriptors and Their Evaluation in Music Classifiction Tasks (2005)
119. Interactive Visualization of Expressive Piano Performance (2005)
120. Ohr-basierte biometrische Identifikation mittels Principal Components Analysis (2005)
121. Personenidentifikation mittels Principal Component Analysis von Irisbildern (2005)
122. Steganographische Methoden zur Einbettung geheimer Informationen in digitalen Bildern (2005)

Publikationstyp: Rezension (SCI-Expanded-Zeitschrift)

1. #nowplaying Madonna: A Large-Scale Evaluation on Estimating Similarities Between Music Artists and Between Movies from Microblogs. (2012)
2. An Audio-Visual Approach to Web Video Categorization (2012)
3. Linear Basis Models For Prediction And Analysis of Musical Expression (2012)
4. Local and Global Scaling Reduce Hubs in Space (2012)
5. Sound/Tracks: Artistic Real-Time Sonification of Train Journeys. (2012)
6. The Influence of an Audience on Performers: A Comparison Between Rehearsal and Concert Using Audio, Video and Movement Data (2012)
7. Towards E-Motion Based Music Retrieval: A study of Affective Gesture Recognition (2012)
8. Video Genre Categorization and Representation using Audio-Visual Information SPIE (2012)
9. Accuracy of a P300 Speller for Different Conditions (2011)

Publikationstyp: Rezension in sonstiger referierter Fachzeitschrift

1. Experimental and Numerical Investigations on Whey Desalination With Nanofiltration (2011)
2. Exploring the Music Similarity Space on the Web. (2011)

Publikationstyp: Preprint

1. ScaLearn: Simple and Highly Parameter-Efficient Task Transfer by Learning to Scale (2023)
2. Fully Automatic Page Turning on Real Scores (2021)
3. End-to-End Adversarial White Box Attacks on Music Instrument Classification (2020)
4. On Data Augmentation and Adversarial Risk: An Empirical Analysis (2020)
5. Receptive-Field Regularized CNNs for Music Classification and Tagging (2020)
6. Towards Musically Meaningful Explanations Using Source Separation (2020)

Publikationstyp: Sonstige

1. Dust and Data - Artificial Intelligence im Museum (2022)
2. A Tactile P300 Brain-Computer Interface (2012)

Vortragstyp: Eingeladener Vortrag an anderen Institutionen

1. Deep Learning of High-Level Representations (08.03.2018)
2. Music Retrieval and Intelligent Machines in Sound Production, NY (01.08.2016)
3. Context-based Music Similarity Estimation, Graz (02.12.2009)

Vortragstyp: Hauptvortrag / Eingeladener Vortrag auf einer Tagung

1. Towards Expressive Artificial Musical Co-performers: The ACCompanion Story (01.12.2023)
2. Uneasy Questions for Quantitative Evaluation of AI models of Music Performance (01.12.2023)
3. Künstliche Intelligenz und Musikforschung - Praktische Studien zur Musikinterpretation, Universität des Saarlandes, Saarbrücken (05.10.2023)
4. Efficient Training of Audio Transformers with Patchout, virtual conference (07.12.2021)
5. Receptive Field Regularization Techniques for AudioClassification and Tagging, virtual conference (16.11.2021)
6. Computational Expressivity in Music, BERLIN (08.11.2021)
7. CON ESPRESSIONE, Bukarest (15.11.2019)
8. Computer und Musikinterpretation: Eine Entdeckungsreise in die Welt der Artificial Intelligence Forschung, Linz, Ars Electronica Center (12.11.2016)
9. Computational Music Perception, JKU Linz (12.09.2016)
10. "Con Espressione! Towards a New Level of Music Understanding in Computers", Wien (12.10.2015)
11. Listener-aware Music Search and Recommendation, Porto (07.09.2015)
12. Echtzeit Musikerkennung und Musikverfolgung, Wien (11.06.2015)
13. Tell me what you like and I tell you who you are: social media, personality and emotions, Ljubljana (18.03.2015)
14. Decision Making, Personality and Emotions, Bolzano (18.09.2014)
15. What Really Moves Us in Music: Expressivity as a Challenge to Semantic Audio Research, London (28.01.2014)
16. On the use of intelligent computational methods for music performance analysis, Universität für Musik und Darstellende Kunst Wien (19.09.2010)
17. Dealing with Music in Intelligent Ways, ISMIS 2009 University of Economics, Prague (16.09.2009)
18. In Search of The "Horowitz Factor": Large-Scale Computational Investigations Into Expressive Piano Performance, SysMus08 Dept. of Musicology, University of Graz (14.11.2008)
19. Intelligent Computing For Music and Musicology, University of Vienna (18.04.2006)
20. Why Computers Need to Learn About Music (Abstract), Bonn (10.08.2005)
21. The Problem of Music Similarity in Music Information Retrieval, Genova (27.07.2005)
22. "Making Sense" of Sound and Music: An Artificial Intelligence View, Genova (25.07.2005)
23. Künstliche Intelligenz und Musik: Kann der computer uns helfen, Muskikinterpretationen besser zu verstehen?, Universität für Musik Wien (12.12.2004)
24. "Intelligent Computing for Music and Musicology", First Central European International Multimedia and Virtual Reality Conference Veszprém (06.05.2004)
25. Künstliche Intelligenz und Kunst: Computer lernen Musik verstehen, AT21 Gala Schloss Schönbrunn, Vienna (20.01.2004)

Vortragstyp: Eingeladener Vortrag an Universität

1. Intelligent Music Processing: Artificial Intelligence Meets Music, Charles University (05.03.2019)
2. Multi-Modal Joint Embedding Space Learning for Cross-Modalit Retrieval, Med-Uni Wien (16.10.2018)
3. Research Talk "Analyzing and Exploiting User-generated Listening Data for Listener Modeling and Music Recommendation, Barcelona (15.11.2017)
4. Multi-Modal Joint Embedding Space Learning for Cross-Modalit Retrieval, Wien (16.10.2017)
5. Listener- and Context-sensitive Music Information Research, Reykjavik University (25.08.2016)
6. Adaptive Music Retrieval and Recommender Systems, FH Hagenberg (17.05.2016)
7. Affect- and Personality-based Recommendations, Technical University Graz (26.01.2015)
8. Research Talk "Intelligent Music Access Systems", Wien (12.11.2014)
9. Research Talk "User-aware Music Retrieval", Hagenberg (16.06.2014)
10. #nowplaying Gangnam Style: Harvesting Social Media for Music Information Retrieval, TU Wien (04.07.2013)
11. Mining User-generated Data for Music Information Retrieval, Stockholm (20.03.2013)
12. Social Media Mining for Listening Behavior Analysis (15.11.2012)
13. Connecting Music Information Retrieval and Social Media Mining., TU-Graz Graz (15.10.2012)
14. Harvesting Musical Information from Microblogs, Universität Innsbruck (20.08.2012)
15. Social Media Mining for Music information Extraction, Universidade do Porto (27.02.2012)
16. Geo-Aware Music Information Extraction from Social Media., Universitat Pompeu Fabra Barcelona (06.02.2012)
17. Integrating Context and Content to Search for Music via Natural Language Queries., Queen Mary, University of London (09.04.2008)

Vortragstyp: Vortrag auf einer Tagung (referiert)

1. Resolving Temporal Misalignment in the Gait Recognition domain, Med Uni Wien (25.10.2023)
2. Discovering X Degrees of Keyword Separation in a Fine Arts Collection, online aufgrund von Covid-19 (18.07.2020)
3. Allowing for equal opportunities for artists in music recommendation. Proceedings of the 1st Workshop on Designing Human-Centric MIR Systems (wsHCMIR 2019), satellite event to 20th annual conference of the International Society for Music Information Retrieval, Delft (02.11.2019)
4. Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification, New York (25.10.2019)
5. Cross-Modal Music Retrieval and Applicati, Brighton (12.05.2019)
6. Hey Siri! Wie funktionierst Du eigentlich? (03.04.2019)
7. Deep Within-Class Covariance Analysis for Robust Deep Audio Representation Learning (08.12.2018)
8. Audio-to-score alignment using transposition-invariant features (26.09.2018)
9. An open model for researching the role of culture in online self-disclosure, Hawaii (04.01.2018)
10. On the importance of considering country-specific aspects on the online-market: an example of music recommendation considering country-specific mainstream, Hawaii (04.01.2018)
11. What Do We Really Talk About When We Talk About Context in Pervasive Computing: A Review and Exploratory Analysis, Salzburg (06.12.2017)
12. Introducing global and regional mainstreaminess for improving personalized music recommendation, Salzburg (04.12.2017)
13. Spatio-thermal depth correction of RGB-D sensors based on Gaussian Processes in real-time (14.11.2017)
14. Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks (25.10.2017)
15. Learning Audio - Sheet Music Corrsepondences for Score Identification and Offline Alignment. (25.10.2017)
16. Piece Identification in Classical Piano Music Without Reference Scores (24.10.2017)
17. Comparison of Alpha/Beta and High-Gamma Band for Motor-Imagery based BCI Control (06.10.2017)
18. Vibro-Tactile Evoked Potentoals for BCI Communication of People with Disordersof Consciousness and Locked-in Syndrome, Graz (19.09.2017)
19. Learning Transformations of Musical Material using Gated Autoencoders, Milton Keynes (11.09.2017)
20. A Hybrid Approach with Multi-channel I-Vectors and Convolutional Neural Networks for Acoustic Scene Classification, Kos (01.09.2017)
21. End-to-End Musical Key Estimation Using a Convolutional Neural Network, Kos (01.09.2017)
22. Passive functional mapping guides electrical cortical stimulation for efficient determination of eloquent cortex in epilepsy patients, Jeju Island (12.07.2017)
23. Distance- and Rank-based Music Mainstreaminess Measurement, Bratislava (09.07.2017)
24. Introducing Surprise and Opposition by Design in Recommender Systems. (09.07.2017)
25. An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems, Erlangen (23.06.2017)
26. Optimal Bandpower Estimation and Tracking via Kalman Filtering for Real-Time Brain-Computer Interfaces (26.05.2017)
27. Event-driven stereo vision algorithm based on silicon retina sensors, Brno (19.04.2017)
28. madmom: a new Python Audio and Music Signal Processing Library (19.10.2016)
29. A Fully Convolutional Deep Auditory Model for Musical Chord Recognition, Salerno (15.09.2016)
30. Music Information Retrieval: Overview, Recent Developments and Future Challenges, New York (11.08.2016)
31. Noise-Robust Music Artist Recognition Using I-vector Features, NY (10.08.2016)
32. Towards Score Following in Sheet Music Images, New York (10.08.2016)
33. Feature Learning for Chord Recognition: The Deep Chroma Extractor., New York (08.08.2016)
34. Joint Beat and Downbeat Tracking with Recurrent Neural Networks, New York (08.08.2016)
35. Investigating the Relationship Between Diversity in Music Consumption Behavior and Cultural Dimensions: A Cross-Country Analysis, Halifax (16.07.2016)
36. Exploring Music Diversity Needs Across Countries (13.07.2016)
37. Timbral and Semantic Features for Music Playlists. Accepted presentation at the Machine Learning for Music Discovery, New York (23.06.2016)
38. Searching for Audio by Sketching Mental Images of Sound ? A Brave New Idea for Audio Retrieval in Creative Music Production, New York (07.06.2016)
39. The LFM-1b Dataset for Music Retrieval and Recommendation, New Yori (07.06.2016)
40. Personality Traits and the Relationship with (Non-)Disclosure Behavior on Facebook., Montreal (14.04.2016)
41. Fusing Web and Audio Predictors to Localize the Origin of Music Pieces for Geospatial Retrieval, Padova (22.03.2016)
42. I-Vectors for Timbre-Based Music Similarity and Music Artist Classification, Malaga (29.10.2015)
43. A Dataset for Violent Scenes Detection in Hollywood Movies and Web Videos, Prague (21.10.2015)
44. Flexible Score Following: The Piano Music Companion and Beyond, Wien (19.09.2015)
45. Listener-Inspired Automated Music Playlist Generation, Wien (19.09.2015)
46. Predicting Personality Traits with Instagram Pictures, Vienna (17.09.2015)
47. JKU-Satellite at Media Eval 2015: An Intuitive Approach to Locate Single Pictures Within a Session, Wurzen (14.09.2015)
48. MediaEval 2015: JKU-Tinnitus Approach to Emotion in Music Task, Wurzen (14.09.2015)
49. RFA at MediaEval 2015 Affective Impact of Movies Task: A Multimodal Approach, Wurzen (14.09.2015)
50. The MediaEval 2015 Affective Impact of Movies Task, Wurzen (14.09.2015)
51. Listener-aware Music Recommendation from Sensor and Social Media Data, Porto (07.09.2015)
52. Timbral Modeling for Music Artist Recognition Using i-Vectors, Nizza (02.09.2015)
53. Music Retrieval and Recommendation: A Tutorial Overview, Santiago (09.08.2015)
54. Artificial Intelligence in the Concertgebouw, Buenos Aires (28.07.2015)
55. Personality & Emotional States: Understanding Users' Music Listening Needs, Dublin (01.07.2015)
56. Personality Correlates for Digital Concert Program Notes, Dublin (01.07.2015)
57. A Tablet App to Enrich the Live and Post-Live Experience of Classical Concerts, Brüssel (05.06.2015)
58. The Soundtrack of My Life: Adjusting the Emotion of Music, Seoul/Südkorea (21.04.2015)
59. Personality Traits Predict Music Taxonomy Preferences, Seoul/Südkorea (20.04.2015)
60. On the Influence of User Characteristics on Music Recommendation Algorithms, TU Wien (31.03.2015)
61. Towards Personalizing Classical Music Recommendations, Atlantic City (26.01.2015)
62. Automatic Alignment of Music Performances with Structural Differences (06.11.2014)
63. Evaluating the evaluation measures for beat tracking (31.10.2014)
64. Unsuperwised Learning and Refinement of Rhythmic Patterns for Beat and Downbeat Tracking, Lissabon (03.09.2014)
65. Social Media and Classical Music? - A first analysis within the PHENICX project: "Performances as Highly Enriched aNd Interactive Concert eXperiences" (11.07.2014)
66. Formant Analysis of Altered Notes in a Diatonic Harmonica, Le Mans (10.07.2014)
67. Enhancing Music Recommender Systems with Personality Information and Emotional States: A Proposal. (09.07.2014)
68. To Post or Not to Post: The Effects of Persuasive Cues and Group Targeting Mechanisms on Posting Behavior, Stanford, California (29.05.2014)
69. Mobile Music Genius: Reggae at the Beach, Metal on a Friday Night?, Glasgow (03.04.2014)
70. Improving Neighborhood-Based Collaborative Filtering by Reducing Hubness, Glasgow, UK (02.04.2014)
71. Bridging the Audio-Symbolic Gap: The Discovery of Repeated Note Content Directly from Polyphonic Music Audio, London (28.01.2014)
72. The Complete Classical Music Companion v0.9, London (28.01.2014)
73. Towards a Drum Transcription System Aware of Bar Position, London (28.01.2014)
74. Periodicity Estimation of Nearly Regular Textures Based on Discrepancy Norm (22.01.2014)
75. Location-Aware Music Artist Recommendation, Dublin (08.01.2014)
76. Local Group Delay Aided Vibrato And Tremolo Suppression For Onset Detection, Curitiba (05.11.2013)
77. SIARCT-CFP: improving precision and the discovery of inexact musical patterns in point-set representatio, Curitiba (05.11.2013)
78. Location-aware Music Recommendation Using Auto-Tagging and Hybrid Matching, Hong Kong (13.10.2013)
79. Enhanced Peak Picking for Onset Detection with Recurrent Neural Networks, Prague (25.09.2013)
80. Maximum Filter Vibrato Suppression for Onset Detection., Maynooth (02.09.2013)
81. Tracking Rests and Tempo Changes: Improved Score Following with Particle Filters, Perth (14.08.2013)
82. Music similarity and retrieval (28.07.2013)
83. An In-Depth Evaluation of Multimodal Video Genre Categorization (11.07.2013)
84. Ground Truth Evaluation for Event-Based Silicon Retina Stereo Data (25.06.2013)
85. Maximal Translational Equivalence Classes of Musical Patterns in Point-Set Representations (13.06.2013)
86. A Professionally Annotated and Enriched Multimodal Data Set on Popular Music, Oslo (01.03.2013)
87. On Approximate Nearest Neighbor Field Algorithms in Template Matching for Surface Quality (15.02.2013)
88. Applying Relay Attacks to Google Wallet, Zürich (12.02.2013)
89. Exploring Geospatial Music Listening Patterns, Copenhagen (24.10.2012)
90. How Significant is Statistically Significant? The Case of Audio Music Similarity and Retrieval, Porto (09.10.2012)
91. Putting the User in the Center of Music Information Retrieval., Porto (09.10.2012)
92. A Simple and Effective Spectral Feature for Speech Detection in Mixed Audio Signals, York (20.09.2012)
93. Unsupervised Feature Learning for Speech and Music Detection in Radio Broadcasts, York (20.09.2012)
94. MusiClef: Multimodal Music Tagging Task, Rom (18.09.2012)
95. Towards a Complete Classical Music Companion, Montpellier (30.08.2012)
96. nepDroid: An Intelligent Mobile Music Player, Hong Kong (06.06.2012)
97. Towards Minimal Test Collections for Evaluation of Audio Music Similarity and Retrieval, Lyon (19.04.2012)
98. Mining Microblogs to Infer Music Artist Similarity and Cultural Listening Patterns, Lyon (17.04.2012)
99. Polyphonic Piano Note Transcription with Recurrent Neural Networks, Kyoto (28.03.2012)
100. A Model for Serendipitous Music Retrieval, Lissabon (15.02.2012)
101. Combining Score and Filter Based Models to Predict Tempo Fluctuations in Expressive Music Performances, Copenhagen (07.02.2012)
102. MusiCLEF: A Benchmark Activity in Multimodal Music Information Retrieval., Miami/Florida (27.10.2011)
103. Overview of the Third International Workshop on Search and Mining Unser-generated Contents, Glasgow, UK (26.10.2011)
104. UsingMutual Proximity to Improve Content-Based Audio Similarity., Miami/Florida (26.10.2011)
105. Towards Semantic Music Information Extraction from the Web Using Rule Patterns and Supervised Learning, Chicago, Illinois (24.10.2011)
106. Accuracy of a P300 Speller for Different Conditions: A Comparison, Paris (23.09.2011)
107. Enhanced Beat Tracking with Context-Aware Neural Networks, Paris (21.09.2011)
108. Experimental and Numerical Investigations on Whey Desalination With Nanofiltration, Novi Sad (08.09.2011)
109. Behavioral Rehabilitation of the Eye Closure Reflex in Senescent Rats Using a Realt-Time Biosignal Acquisition System, Boston (01.09.2011)
110. A Method to Determine the Contribution of Annotated Performance Directives in Music Performances., Toronto (26.08.2011)
111. Toward a Model of Performance Errors: A qualitative Review of Magaloff´s Chopin., Toronto (26.08.2011)
112. Toward a Multilevel Model of Expressive Piano Performance, Toronto (25.08.2011)
113. An Approach to Automatic Music Band Member Detection Based on Supervised Learning., Barcelona (18.07.2011)
114. Personalization in Multimodal Music Retrieval, Barcelona (18.07.2011)
115. Analyzing the Potential of Microblogs for Spatio-Temporal Popularity Estimation of Music Artists, Barcelona (17.07.2011)
116. Improving Tempo-Sensitive and Tempo-Robust Descriptors for Rhythmic Similarity., Padua (08.07.2011)
117. Version Detection for Historical Musical Automata., Padua (08.07.2011)
118. Explaining Expressive Dynamics As a Mixture of Basis Functions., Padua (07.07.2011)
119. The Vowel Worm: Real-Time mapping and Visualisation of Sung Vowels in Music., Padua (07.07.2011)
120. Large-Scale Music Exploration in Hierarchically Organized Landscapes Using Prototypicality Information, Trento (19.04.2011)
121. The Application of a Real-Time Rapid-Prototyping Environment for the Behavioral Rehabilitation of a Lost Brain Function in Rats., Paris (13.04.2011)
122. Security Vulnerabilities of the NDEF Signature Record Type, Hagenberg (22.02.2011)
123. Stereo-Vision Algorithm Based on Bio-Inspired Silicon Retinas for Implementation in Hardware., Las Palmas, Gran Canaria (08.02.2011)
124. Empirical Performance Analysis with the Magaloff Corpus: A Study of Performance Errors (25.11.2010)
125. Investigating the Similarity Space of Music Artists on the Micro-Blogsqhere. (25.10.2010)
126. Robust Real-time Music Tracking, Universität für Musik und Darstellende Kunst Wien (20.09.2010)
127. Using Block-Level Features for Genre Classifiction, Tag Classification and Music Similarity Estimation., Graz (08.09.2010)
128. The Magaloff Corpus: An Empirical Error Study., Seattle (24.08.2010)
129. A Multi-Pass Algorithm for Accurate Audio-to-Score Alignment., Utrecht University (12.08.2010)
130. What's Hot? Estimating Country-Specific Artist Popularity, Utrecht University (12.08.2010)
131. Simple Tempo Models for Real-time Music Tracking, Barcelona (27.07.2010)
132. Strategies towards the Automatic Annotation of Classical Piano Music., Universitat Pompeu Fabra Barcelona (23.07.2010)
133. Towards Effective 'Any-Time' Music Tracking, Lissabon (18.07.2010)
134. Country of Origin Determination via Web Mining Techniques, Utrecht University (09.07.2010)
135. Finger Motion in Piano Performance: Touch and Tempo, Auckland (16.12.2009)
136. Maintaining Skill Across Life Span: Magaloff´s Complete Chopin at Age 77., Auckland (16.12.2009)
137. Augmenting Text-Based Music Retrieval with Audio Similarity., International Conference Center Kobe (29.10.2009)
138. The ISMIR Cloud: A Decade of ISMIR Conferences at Your Fingertips., International Conference Center Kobe (28.10.2009)
139. On Rhythm and General Music Similarity, International Conference Center Kobe (27.10.2009)
140. On the Limitations of Browsing Top-N Recommender Systems, MIREX ´09 New York (23.10.2009)
141. Limitations of Interactive Music Recommendation based on Audio Content, Pitea (16.09.2009)
142. A Quantitative Evaluation of Texture Feature Robustness and Interpolation Behaviour, Münster Westfälische Wilhelms-Universität (02.09.2009)
143. Computational Investigations into between-hand Synchronization in Piano Playing: Magaloff´s Complete Chopin., Casa da Musica Porto (24.07.2009)
144. Towards Audio to Score Alignment in the Symbolic Domain, Casa da Musica Porto (24.07.2009)
145. Probabilistic Occlusion Estimation in Cluttered Environments for Active Perception Planning,, Suntec International Convention and Exhibition Centre, Singapore. Singapur (16.07.2009)
146. An Integrated Active Perception Module for a Distributed Cognitive Architecture, Munich Marriott Hotel, Munich (25.06.2009)
147. Risk Analysis of Over-the Air Transactions in an NFC-Ecosystem, Fachhochschule Hagenberg (24.02.2009)
148. Kolmogorov Stream Ciphers., Eurocast Las Palmas (15.02.2009)
149. Experimental Investigations into the Use of Score Features for Computational Models of Expressive Timing., ICMPC 2008 Sapporo (27.08.2008)
150. Intuitive Visualization of gestures in Expressive Timing: A Case Study on Final Ritards., ICMPC 2008 Sapporo (27.08.2008)
151. Automatic Page Turning for Musicians via Real-Time Machine Listening., 18th Conference on Artificial Intelligence Patras (23.07.2008)
152. Can Preferred Music be Tracked Automatically?, AMR 2008 Berlin (27.06.2008)
153. An Approach to Automatically Tracking Music Preference on Mobile Players, AMR 2008 Berlin (26.06.2008)
154. Automatic Reduction of MIDI Files Preserving Relevant Musical Content., AMR 2008 Berlin (26.06.2008)
155. A Document-centered Approach to a Natural Language Music Search Engine, ECIR 08 Glasgow (06.04.2008)
156. Towards an Automatically Generated Music Information System via Web Content Mining., ECIR 08 Glasgow (04.03.2008)
157. One-Touch Access to Music on Mobile Devices, MUM 2007 Oulu (14.12.2007)
158. Towards Phrase Structure Reconstruction from Expressive Performance Data., ICOMCS Sydney (08.12.2007)
159. From Rhythm Patterns to Prerceived Tempo, TU Freihaus Wien (25.09.2007)
160. Search & Select - Intuitively Retrieving Music from Large Collections, TU Freihaus Wien (25.09.2007)
161. Automatic Music Detection in Television Productions, Université Bordeaux 1, Bordeaux (14.09.2007)
162. A Music Search Engine Built upon Audia-based and Web-based Similarity Measures, University of Amsterdam (28.07.2007)
163. Automatically Detecting Members and Instrumentation of Music Bands via Web Content Mining., Paris (05.07.2007)
164. Searching for Music using Natural Language Queries and Relevance Feedback, IPMU 2006, Université Pierre et Marie Curie, Paris (05.07.2007)
165. The CoMIRVA Toolkit for Visualizing Music-Related Data., EuroVis ´07 Norrköpping (23.05.2007)
166. A Systems Theoretic Apporach to the Design of Scalable Cryptographic Hash Functions., Eurocast Las Palmas (14.02.2007)
167. Investigating Web-Based Approaches to Revealing Prototypical Music Artists in Genre Taxonomies, 1st IEEE International Conference onDigital Information Management(ICDIM´06) Bangalore (08.12.2006)
168. Automatically Adapting the Structure of Audio Sililarity Spaces., 1st Workshop on Learning the Semantics of Audio Signals (LSAS 2006), 1st Interna Athens (06.12.2006)
169. Automatically Describing Music on a Map, 1st Workshop on Learning the Semantics of Audio Signals (LSAS 2006), 1st Interna Athens (06.12.2006)
170. Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation, Mir ´06 Santa Barbara (26.10.2006)
171. An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web., ACM Multimedia 2006, Santa Barbara, California (25.10.2006)
172. An Innovative Three-Dimensional User Interface for Exploring Music Collections Enriched with Meta-Information from the Web, ACM Multimedia 2006, Santa Barbara, California (23.10.2006)
173. Assigning and Visualizing Music Genres by Web-based Co-occurrence Analysis, 7th International Conference on Music Information Retrieval (ISMIR 2006) Victoria (11.10.2006)
174. Improving Prototypical Artist Detection by Penalizing Exorbitant Popularity, Pisa (26.09.2005)
175. Generating Similarity-based Playlists Using Traveling Salesman Algorithms, Madrid (21.09.2005)
176. Discovering and Visualizing Prototypical Artists by Web-based Co-occurrence Analysis, London London, The Resources Centre (11.09.2005)
177. A Web-Based Approach to Assessing Artist Similarity using Co-Occurrences, Riga (22.06.2005)
178. Evaluation of Frequently Used Audio Features for Classification of Music into Perceptual Categories, Riga (22.06.2005)
179. An Excellent Permutation Operator for Cryptographic Applications, Eurocast Las Palmas (10.02.2005)
180. Decision Support System Using Data Warehousing and On-line Analytical Processing Technologies, Eurocast Las Palmas (10.02.2005)

Vortragstyp: Posterpräsentation

1. Tastalyzer: Audiovisual exploration of urban and rural variations in music taste. Proceedings of the 27th ACM International Conference on Multimedia (ACMMM 2019), Nizza (21.10.2019)
2. Leveraging Multi-Method Evaluation for Multi-Stakeholder Settings. Proceedings of the 1st Workshop on the Impact of Recommender Systems (ImpactRS 2019), part of the 13th ACM Conference on Recommender Systems (RecSys 2019),, Copenhagen (19.09.2019)
3. On the Futility of Learning Complex Frame-Level Language Models for Chord Recognition, Erlangen (01.09.2017)
4. Towards End-to-End Audio-Sheet-Music Retrieval, Barcelona (07.12.2016)
5. The Influence of Users' Personality Traits on Satisfaction and Attractiveness of Diversified Recommendation Lists., Boston (16.09.2016)
6. madmom: a new Python Audio and Music Signal Processing Library, New York (11.08.2016)
7. An Analysis of Agreement in Classical Music Perception and Its Relationship to Listener Characteristics, New York (10.08.2016)
8. Recurrent Neural Networks for Drum Transcription, NY (10.08.2016)
9. Conversations with Expert Users in Music Retrieval and Research Challenges for Creative MIR, New York (08.08.2016)
10. Downbeat Tracking Using Beat-synchronous Features and Recurrent Neural Networks, New York (08.08.2016)
11. Landmark-based Audio Fingerprinting for DJ Mix Monitoring., new York (08.08.2016)
12. Live Score Following on Sheet Music Images, New York (08.08.2016)
13. MIR Web Interface for Shaping Musical Creativity (08.08.2016)
14. On the Potential of Simple Framewise Approaches to Piano Transcription, New York (08.08.2016)
15. A Hybrid Approach Using Binaural i-vectors and Deep Convolutional Neural Networks, Budapest (07.07.2016)
16. Towards Deep and Discriminative Canonical Correlation Analysis, New York (21.06.2016)
17. A Dataset of Multimedia Material About Classical Music: PHENICX-SMM (16.06.2016)
18. Music Tweet Map: A Browsing Interface to Explore the Microblogosphere of Music, Bucharest (16.06.2016)
19. Personalized Retrieval and Browsing of Classical Music and Supporting Multimedia Material, NY (08.06.2016)
20. Deep Linear Discriminant Analysis, San Juan (03.05.2016)
21. An Intelligent Musical Rhythm Variation Interface, Sonoma (07.03.2016)
22. Fusing Social Media Cues: Personality Prediction from Twitter and Instagram, Montreal (02.02.2016)
23. Using Instagram Picture Features to Predict Users' Personality, Miami/Florida (05.01.2016)
24. Accurate Tempo Estimation based on Recurrent Neural Networks and Resonating Comb Filters, Malaga (28.10.2015)
25. An Efficient State-Space Model for Joint Tempo and Meter Tracking, Malaga (28.10.2015)
26. Real-time Music Tracking Using Multiple Performances as a Reference, Malaga (28.10.2015)
27. Two Data Sets for Tempo Estimation and Key Detection in Electronic Dance Music Annotated from User Corrections, Malaga (28.10.2015)
28. Classical Music on the Web - User Interfaces and Data Representations, Malaga (27.10.2015)
29. Gross-Version Singing Voice Detection in Classical Opera Recordings, Malaga (27.10.2015)
30. Improving Music Recommendations with a Weighted Factorization of the Tagging Activity, Malaga (27.10.2015)
31. Monaural Blind Source Separation in the Context of Vocal Detection, Malaga (27.10.2015)
32. Improving Voice Activity Detection in Movies, Dresden (08.09.2015)
33. A Low-Latency, Real-Time-Capable Singing Voice Detection Method with LSTM Recurrent Neural Networks, Nizza (02.09.2015)
34. Tailoring Music Recommendations to Users by Considering Diversity, Mainstreaminess, and Novelty., Santiago (11.08.2015)
35. Addressing Tempo Estimation Octave Errors in Electronic Music by Incorporating Style Information Extracted from Wikipedia, Maynooth (31.07.2015)
36. PHENICX: Innovating the Classical Music Experience, Turin (30.06.2015)
37. A multi-model approach to beat tracking considering heterogeneous music styles, Teipei (31.10.2014)
38. Impact of Listening Behavior on Music Recommendation, Teipei (29.10.2014)
39. Probabilistic Extraction of Beat Positions from a Beat Activation Function, Teipei (29.10.2014)
40. Tempo- and Transposition-invariant Identification of Piece and Score Position, Teipei (29.10.2014)
41. The Use of Social Media for Music Analysis and Creation Within the GiantSteps Project, Gold Coast (11.07.2014)
42. User Geospatial Context for Music Recommendation in Microblogs (06.06.2014)
43. On the Reduction of False Positives in Singing Voice Detection, Florence (06.05.2014)
44. Towards Light-weight, Real-time-capable Singing Voice Detection, Curitiba (06.11.2013)
45. Rhythmic Pattern Modeling for Beat- and Downbeat Tracking in Musical Audio, Curitiba (05.11.2013)
46. Refined Spectral Template Models for Score Following, Stockholm (03.08.2013)
47. Hybrid Retrieval Approaches to Geospatial Music Recommendation., Dublin (28.07.2013)
48. A Naïve Mid-level Concept-based Fusion Approach to Violence Detction in Holywood Movies., Dallas (18.04.2013)
49. Leveraging Microblogs for Spatiotemporal Music Information Retrieval, Moskau (25.03.2013)
50. Evaluating the Online Capabilities of Onset Detection Methods., Porto (10.10.2012)
51. Fast Identification of Piece and Score Position Via Symbolic Fingerprinting, Porto (10.10.2012)
52. Online Real-time Onset Detection with Recurrent Neural Networks, York (19.09.2012)
53. Adaptive Distance Normalization for Real-Time Music Tracking, Bucharest (29.08.2012)
54. nepDroid: An Intelligent Mobile Music Player (06.06.2012)
55. Combining features reduces hubness in audio similarity, Utrecht University (12.08.2010)
56. Supervised and Unsupervised Web Document Filtering Techniques to Improve, Utrecht University (12.08.2010)
57. Using Block-Level Features for Genre Classification, Tag Classification and Music Similarity Estimation, Utrecht University (11.08.2010)
58. Islands of Gaussians: The Self Organizing Map and Gaussian Music Similarity Features., Utrecht University (10.08.2010)
59. On the Use of Microblogging Posts for Similarity Estimation and Artist Labeling, Utrecht University (10.08.2010)
60. Hubs and Orphans - an Explorative Approach, Barcelona (22.07.2010)
61. Three Web-based Heuristics to Determine a Person's or Institution's Country of Origin, UniMail Genf (20.07.2010)
62. Automatic Music Tag Classification based on Block-Level Features, Universitat Pompeu Fabra Barcelona (18.07.2010)
63. A Semi-Automatic Application to Segment and Tag Recordings from Vinyls., International Conference Center Kobe (31.10.2009)
64. Block-Level Audio Features for Music Genre Classification., International Conference Center Kobe (28.10.2009)
65. Improving Accuracy of Polyphonic Music-to Score Alignment., International Conference Center Kobe (28.10.2009)
66. Browsing Music Recommendation Networks., International Conference Center Kobe (27.10.2009)
67. Musikalische Rollen und Modalität in Ensemble Synchronisation., Kassel (11.09.2009)
68. Informed Selection of Frames for Music Similarity Computation., DAFX ´09 Como (02.09.2009)
69. Frame-level Audio Similarity - A Codebook Approach., DAFX 2008 Espoo (02.09.2008)
70. Browsing the Web Using Stacked Three-Dimensional Sunbursts to Visualize Term Co-Occurrences and Multimedia Content., Vis ´07 Sacramento (20.10.2007)
71. Meaningfully Browsing Music Services, TU Freihaus Wien (26.09.2007)
72. Web-based Detection of Music Band Members and Line-Up., TU Freihaus Wien (25.09.2007)
73. Building an Interactive Next-Geration Artist Recommender Based on Automatically Derived High-Level Concepts, Université Bordeaux 1, Bordeaux (27.06.2007)
74. Combining Audio-based Similarity with Web-based Data to Accelerate Automatic Music Playlist Generation, ACM Multimedia 2006, Santa Barbara, California (26.10.2006)
75. Towards Automatic Retrieval of Album Covers, 28th European Conference on Information Retrieval (ECIR´06) London (10.04.2006)
76. Multiple Lyrics Alignment: Automatic Retrieval of Song Lyrics, London London, The Resources Centre (12.09.2005)
77. Dynamic Playlist Generation based on Skipping Behavior, London London, The Resources Centre (11.09.2005)
78. Using CoMIRVA for Visualizing Similarities Between Music Artists, Minneapolis (01.01.2005)

Vortragstyp: Andere Vorträge und Präsentationen

1. RITMO-Project - a Science Voncert with the Danish String Quartet (DSQ), Musikhuset København (26.10.2021)
2. Adversarial Robustness in Data Augmentation, online/virtuell (26.04.2020)
3. A Tempo- and Transposition-Invariant Piano Music Companion, Teipei (28.10.2014)
4. The Piano Music Companion, Prag (20.08.2014)
5. SoMeRA 2014: Social Media Retrieval and Analysis Workshop (11.07.2014)
6. Content- and Context-based Music Similarity and Retrieval (16.09.2013)
7. Music Information Retrieval 2.0, Barcelona (01.04.2012)
8. Towards the Automatic Annoatation of Large Corpora of Classical Music, Universität für Musik und Darstellende Kunst Wien (19.09.2010)
9. Striving for an Improved Audio Similarity Measure, ISMIR ´07 Wien (25.09.2007)

1. Cluster of Excellence "Bilateral Artificial Intelligence" (Anfangsjahr: 2024)
2. Hack The Hat (Anfangsjahr: 2024)
3. Rach3: A Computational Approach to Study Piano Rehearsals (Anfangsjahr: 2024)
4. Raise Your Voice (Anfangsjahr: 2024)
5. Spirits in Complexity (Anfangsjahr: 2024)
6. Certification Framework for Fair AI Systems (Anfangsjahr: 2023)
7. Ein Music Information Retrieval Ansatz zur Popmusikkultur (Anfangsjahr: 2023)
8. Fairness-aware Algorithimic Decision Support Systems (Anfangsjahr: 2023)
9. Intent-aware Music Recommender Systems (Anfangsjahr: 2023)
10. Black Holes of Popularity (Anfangsjahr: 2022)
11. FAIRFLOW - Fair Representation Learning with Fine-grained Adversarial Regulation of Bias Flow (Anfangsjahr: 2022)
12. Human-centered Artificial Intelligence (Anfangsjahr: 2022)
13. LCM - Center for Symbiotic Mechatronics - Förderphase 2 (Anfangsjahr: 2022)
14. Melody of Crisis/Joy (Anfangsjahr: 2022)
15. Whither Music? (Anfangsjahr: 2022)
16. Humans and Recommender Systems: Towards a Mutual Understanding (Anfangsjahr: 2021)
17. Sony-CSL (Anfangsjahr: 2021)
18. TIMELY - Mitigating Gender Bias in Job Recommender Systems: A Machine Learning-Law Synergy (Anfangsjahr: 2021)
19. Theory-inspried Recommender Systems (Anfangsjahr: 2021)
20. Siemens - Lessons Learned Webservices (Anfangsjahr: 2020)
21. eInformatics@Austria (Anfangsjahr: 2020)
22. Dust and Data - The Art of Curating in the Age of Artificial Intelligence (Anfangsjahr: 2019)
23. Modeling and Prediction in Complex Networks and Systems (Anfangsjahr: 2019)
24. Text Analysis for Lessons Learned (Anfangsjahr: 2019)
25. Über valide und zuverlässige Experimente im Musik IR (Anfangsjahr: 2019)
26. K2 Center for Symbiotic Mechatronics (Anfangsjahr: 2018)
27. LCM - Center for Symbiotic Mechatronics - Förderphase 1 (Anfangsjahr: 2018)
28. New Frontiers in Music Information - MIP Frontiers (Anfangsjahr: 2018)
29. Analyse musikalischer Interpretation: Herbert von Karajan (Anfangsjahr: 2017)
30. Deep Learning für VA-OIG (Anfangsjahr: 2017)
31. Fein-granulare kultur-bezogene Musikempfehlungssysteme (Anfangsjahr: 2017)
32. Machbarkeitsstudie zum Potential von Machine Learning für Fehlererkennungsprobleme im Produktionsprozess (Anfangsjahr: 2017)
33. Con Espressione - Getting at the Heart of Things: Towards Expressivity-aware Computer Systems in Music (ERC Advanced Grant) (Anfangsjahr: 2016)
34. Culture- and Location-aware Music Recommendation and Retrieval (FWF-MOST Joint Seminar) (Anfangsjahr: 2016)
35. Strategic FExFE Project on Deep Learning (Anfangsjahr: 2015)
36. GiantSteps - Seven League Boots for Music Creation and Performance (Anfangsjahr: 2013)
37. PHENICX - Performances as Highly Enriched aNd Interactive Concert eXperiences (Anfangsjahr: 2013)
38. Social Media Mining for Multimodal Music Retrieval (Anfangsjahr: 2013)
39. Computational Music Performance Research, (Anfangsjahr: 2010)
40. Personalized Music Retrieval via Music Content, Music Context, and User Context (Anfangsjahr: 2010)
41. Real-time Music Tracking für Anwendungen im Kontext des AEC (Anfangsjahr: 2010)
42. Informatik, Künstliche Intelligenz, Musik (Wittgenstein-Preis) (Anfangsjahr: 2009)
43. Music Retrieval jenseits einfacher Audio-Ähnlichkeit (Anfangsjahr: 2008)
44. Computational Performance Style Analysis from Audio Recordings (Anfangsjahr: 2007)
45. Clouds of Music (Anfangsjahr: 2006)
46. Learning the Structure of Music (Anfangsjahr: 2006)
47. AllThatSounds (Anfangsjahr: 2005)
48. Operational Models of Music Similarity for Music Information Retrieval (Anfangsjahr: 2005)
49. CoMIRVA: Collection of Music Information Retrieval and Visualization Applications (Anfangsjahr: 2004)
50. Interfaces to Music (I2M) (Anfangsjahr: 2004)
51. Computer-Based Music Research: Artificial Intelligence Models of Musical Expression (START-Programm) (Anfangsjahr: 1998)

Typ: Sonstiges

1. 11th ACM Conference on Recommender Systems (28.08.2017-07.02.2018) 

Typ: Veranstaltungsorganisation: Tagung / Symposium / Workshop (referiert)

1. ACM Multimedia 2012 (29.10.2012-02.11.2012) 
2. ACM SIGIR Konference (28.07.2013-01.08.2013) 
3. IEEE International Conference on acoustics, Speech and Signal Processing (ICASSP 2012) (25.03.2012-30.03.2012) 
4. Collaborating with Intelligent Machines: Interfaces for Creative Sound held at the 33rd Annual ACM Conference on Human Factors in Computing Systems (CHI 2015) (18.04.2015-23.04.2015) 
5. MediaEval Benchmark "Affect Task: Violent Scenes Detection" (16.10.2014-17.10.2014) 
6. International Workshop on Social Media Retrieval and Analysis (SoMeRA), in conjunction with ICDM 2015 (14.11.2015) 
7. International Workshop on Social Media Retrieval and Analysis (SoMeRA): (14.11.2015) 
8. MediaEval Benchmark "Affective Impact of Movies" (14.09.2015-15.09.2015) 
9. 2nd Emotions in Recommender Systems workshop at UMAP 2014 (11.07.2014) 
10. International Workshop on Social Media Retrieval and Analysis (SoMeRA) (11.07.2014) 
11. Sound and Music Computing Conference (11.07.2012-14.07.2012) 
12. International Computer Music Conference (ICMC 2012) (09.09.2012-14.09.2012) 
13. 13th International Society for Music Information Retrieval Conference (ISMIR) (08.10.2012-12.10.2012) 
14. 18th International Conference on Mulit media Modeling (04.01.2012-06.01.2012) 
15. 34th European Conference on Informatiion Retrieval (ECIR 2012) (01.04.2012-05.04.2012) 

Typ: Veranstaltungsorganisation: Tagung / Symposium / Workshop (nicht referiert)

1. 10th international workshop on Adaptive Multimedia Retrieval (AMR) (24.10.2012-25.10.2012) 
2. AdMIRe 2010: 2nd International Workshop on Advances in Music Information Research (23.07.2010) 
3. Native Instruments, Reactable and STEIM present: Mini-Trackathon (19.10.2016-23.10.2016) 
4. STEIM: Hypothetical Instruments (Workshop) (19.10.2016-23.10.2016) 
5. MediaEval Benchmarking Initiative for Multimedia Evaluation (18.10.2013-19.10.2013) 
6. 8th International Workshop on Adaptive Multimedia Retrieval (AMR 2010) (17.08.2010-18.08.2010) 
7. AdMIRe 2012: 4th International Workshop on Advances in Music Information Research: "The Web of Music" (17.04.2012) 
8. AdMIRe: International Workshop on Advances in Music Information Research 2009 (16.12.2009) 
9. AdMIRe 2011: 3rd International Workshop on Advances in Music Information Research (15.07.2011) 
10. 2ns Workshop on context-awareness in Retrieval and Recommendation (14.02.2012) 
11. MusiCLEF (04.10.2012-05.10.2012) 

Typ: Funktion / Mitgliedschaft in Aufsichtsrat

1. the International Research Center for Cultural Studies (IFK) (01.10.2015-30.09.2025) 

Typ: Funktion / Mitgliedschaft in Editorial oder Review Board

1. European Conference on Information Retrieval (ECIR): (29.03.2015-02.04.2015) 
2. ACM Multimedia (26.10.2015-30.10.2015) 
3. ACM Multimedia Systems (MMSys) (19.03.2014-21.03.2014) 
4. IEEE International Conference on Multimedia and Expo (IEEE ICME) (14.07.2014-18.07.2014) 
5. European Conference on Information Retrieval (ECIR) (13.04.2014-16.04.2014) 
6. ACM Multimedia 2014 (03.11.2014-07.11.2014) 
7. Member of the Editorial Board of Journal of New Music Research (02.01.2006-31.12.2026) 
8. Member of the Advisory Board of AAAI Press (01.02.2005-31.12.2026) 
9. Member of the Editorial Board of Machine Learning (01.02.2005-31.12.2026) 

Typ: Tagung / Symposium / Workshop: Programm-Komitee

1. Conference on User Modelling, Adaptation, and Personalization (UMAP) (29.06.2015-03.07.2015) 
2. 20th ACM Conference on Intelligent User Interfaces (IUI 2015) (29.03.2015-01.04.2015) 
3. ACM Multimedia Systems Conference (29.03.2015-02.04.2015) 
4. ISMIR 2014 (27.10.2014-31.10.2014) 
5. SoNAEdu workshop (in conjunction with Socialcom 2014) (27.05.2014-31.05.2014) 
6. 16th International Society for Music Information Retrieval Conference (ISMIR 2015) (26.10.2015-30.10.2015) 
7. ACM TVX 2014 (25.06.2014-27.06.2014) 
8. European Conference on Information Retrieval (ECIR) (20.03.2016-26.01.2017) 
9. Workshop on Emotions and Personality in Personalized Systems (EMPIRE) (19.09.2015) 
10. 4th Workshop on Emotions and Personality in Personalized Systems (15.09.2016-19.09.2016) 
11. International Workshop on Social Media Retrieval and Analysis (SoMeRA) (14.11.2015) 
12. IEEE International Conference on Multimedia and Expo (IEEE ICME) (14.07.2014-18.07.2014) 
13. Conference on User Modelling, Adaptation, and Personalization (UMAP): (13.07.2016-26.01.2017) 
14. ECIR 2014 (13.04.2014-16.04.2014) 
15. Intelligent User-Adapted Interfaces: Design and Multi-Modal Evaluation (IUadaptMe) Workshop Chairs' Welcome & Organization (08.07.2018) 
16. 17th International Society for Music Information Retrieval Conference (ISMIR 2016), (07.08.2016-11.08.2016) 
17. UMAP 2014 (07.07.2014-11.07.2014) 
18. CBRecSys workshop at RecSys 2014 (06.10.2014) 
19. 21st International Conference on MultiMedia Modelling (MMM 2015) ? Special Session on Social Geo-Media Analytics and Retrieval (02.09.2015) 
20. ACM Multimedia Systems (MMSys) (02.02.2015) 
21. ACM Conference on Hypertext and Social Media (ACM Hypertext) (01.09.2015-04.09.2015) 
22. Conference on User Modelling, Adaptation, and Personalization (UMAP) (01.01.2018-01.08.2018) 

Typ: Veranstaltungsorganisation: Sonstige

1. Detection and Classification of Acoustic Scenes and Events (DCASE) challenge: Large-scale weakly labeled semi-supervised sound event detection in domestic environments (30.03.2018-31.07.2018)