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» Extracting information from music audio
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ICMCS
2006
IEEE
177views Multimedia» more  ICMCS 2006»
14 years 3 months ago
Mixed Type Audio Classification with Support Vector Machine
Content-based classification of audio data is an important problem for various applications such as overall analysis of audio-visual streams, boundary detection of video story se...
Lei Chen 0002, Sule Gündüz, M. Tamer &Ou...
MM
2005
ACM
157views Multimedia» more  MM 2005»
14 years 3 months ago
Natural language processing of lyrics
We report experiments on the use of standard natural language processing (NLP) tools for the analysis of music lyrics. A significant amount of music audio has lyrics. Lyrics enco...
Jose P. G. Mahedero, Alvaro Martinez, Pedro Cano, ...
ISMIR
2005
Springer
195views Music» more  ISMIR 2005»
14 years 3 months ago
Factors Affecting Automatic Genre Classification: An Investigation Incorporating Non-Western Musical Forms
The number of studies investigating automated genre classification is growing following the increasing amounts of digital audio data available. The underlying techniques to perfor...
Noris Mohd. Norowi, Shyamala Doraisamy, Rahmita Wi...
ISMIR
2005
Springer
175views Music» more  ISMIR 2005»
14 years 3 months ago
A Classification Approach to Melody Transcription
Melodies provide an important conceptual summarization of polyphonic audio. The extraction of melodic content has practical applications ranging from content-based audio retrieval...
Graham E. Poliner, Daniel P. W. Ellis
ICASSP
2011
IEEE
13 years 1 months ago
Drum extraction from polyphonic music based on a spectro-temporal model of percussive sounds
In this paper, we present a new algorithm for removing drums from a polyphonic audio signal. The aim of this algorithm is to discard time/frequency bins which present a percussive...
Francois Rigaud, Mathieu Lagrange, Axel Röbel...