Validity of the Independence Assumption for the Separation of Instantaneous and Convolutive Mixtures of Speech and Music Sources.
Matthieu PuigtEmmanuel VincentYannick DevillePublished in: ICA (2009)
Keyphrases
- convolutive mixtures
- independence assumption
- speech signal
- frequency domain
- blind source separation
- blind separation
- speech recognition
- conditional probabilities
- naive bayes
- audio features
- non stationary
- hidden markov models
- hypothesis testing
- source separation
- independent component analysis
- naive bayes classifier
- text mining
- possibility theory
- music information retrieval
- decision trees
- incomplete information
- statistical analysis
- sound source
- feature space
- similarity measure