C. Dittmar, B. Lehner, T. Prätzlich, M. Müller, Gerhard Widmer,
"Gross-Version Singing Voice Detection in Classical Opera Recordings"
: Proceedings of the 16th International Society for Music Information Retrieval Conference, 10-2015
Original Titel:
Gross-Version Singing Voice Detection in Classical Opera Recordings
Sprache des Titels:
Englisch
Original Buchtitel:
Proceedings of the 16th International Society for Music Information Retrieval Conference
Original Kurzfassung:
In the field of Music Information Retrieval (MIR), the automated
detection of the singing voice within a given music
recording constitutes a challenging and important research
problem. In this study, our goal is to find those segments
within a classical opera recording, where one or several
singers are active. As our main contributions, we first
propose a novel audio feature that extends a state-of-theart
feature set that has previously been applied to singing
voice detection in popular music recordings. Second, we
describe a simple bootstrapping procedure that helps to improve
the results in the case that the test data is not reflected
well by the training data. Third, we show that a crossversion
approach can help to stabilize the results even further.