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 [BibTeX] [Marc21]
Stochastic techniques in deriving perceptual knowledge
Type of publication: Idiap-RR
Citation: hynek-rr-04-84
Number: Idiap-RR-84-2004
Year: 2004
Institution: IDIAP
Address: Martigny, Switzerland
Note: in Proceedings SAPA-2004, Jeju Island, Korea
Abstract: The paper argues on examples of selected past works that stochastic and knowledge-based approaches do not contradict each other. Frequency resolution of human hearing is decreasing with increasing frequency. Spectral basis designed for optimal discrimination among different phonemes of speech have similar property. Further, human hearing is most sensitive to modulations with frequency around 4 Hz. Filters on feature trajectories, designed for optimal discrimination among phonemes of speech are bandpass with central frequency around 4 Hz.
Userfields: ipdinar={2004}, ipdmembership={speech}, language={English},
Projects Idiap
Authors Hermansky, Hynek
Added by: [UNK]
Total mark: 0
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