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» Features for audio and music classification
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ISMIR
2005
Springer
154views Music» more  ISMIR 2005»
15 years 3 months ago
Combining D2K and JGAP for Efficient Feature Weighting for Classification Tasks in Music Information Retrieval
Music classification continues to be an important component of music information retrieval research. An underutilized tool for improving the performance of classifiers is feature ...
Rebecca Fiebrink, Cory McKay, Ichiro Fujinaga
68
Voted
MMS
2008
14 years 9 months ago
A framework for efficient and rapid development of cross-platform audio applications
CLAM is a C++ framework that offers a complete development and research platform for the audio and music domain. om offering an abstract model for audio systems, it also includes ...
Xavier Amatriain, Pau Arumi, David Garcia
58
Voted
PRL
2010
105views more  PRL 2010»
14 years 8 months ago
A learning approach to hierarchical feature selection and aggregation for audio classification
Paul Ruvolo, Ian R. Fasel, Javier R. Movellan
74
Voted
MM
2003
ACM
124views Multimedia» more  MM 2003»
15 years 2 months ago
Using structure patterns of temporal and spectral feature in audio similarity measure
Although statistical characteristics of audio features are widely used for similarity measure in most of current audio analysis systems and have been proved to be effective, they ...
Rui Cai, Lie Lu, HongJiang Zhang
ICMLA
2009
14 years 7 months ago
Structured Prediction Models for Chord Transcription of Music Audio
Chord sequences are a compact and useful description of music, representing each beat or measure in terms of a likely distribution over individual notes without specifying the not...
Adrian Weller, Daniel P. W. Ellis, Tony Jebara