Speech and audio signal processing [electronic resource] : processing and perception of speech and music / Ben Gold, Nelson Morgan, Dan Ellis ; with contributions from Herv(acute)e Bourlard ... [et al.].
c2011Edition: 2nd edDescription: 1 online resource (1 v.) : illSubject(s): Genre/Form: Additional physical formats: Print version:: Speech and audio signal processing.Online resources:
eBooks
Description based on print version record.
Includes bibliographical references and index.
Introduction -- Synthetic audio : a brief history -- Speech analysis and synthesis overview -- Brief history of automatic speech recognition -- Speech recognition overview -- Digital signal processing -- Digital filters and discrete Fourier transform -- Pattern classification -- Statistical pattern classification -- Wave basics -- Acoustic tube modeling of speech production -- Musical instrument acoustics -- Room acoustics -- Ear physiology -- Psychoacoustics -- Models of pitch perception -- Speech perception -- Human speech recognition -- The auditory system as a filter bank -- The cepstrum as a spectral analyzer -- Linear prediction -- Feature extraction for ASR -- Linguistic categories for speech recognition -- Deterministic sequence recognition for ASR -- Statistical sequence recognition -- Statistical model training -- Discriminant acoustic probability estimation -- Acoustic model training : further topics -- Speech recognition and understanding -- Speech synthesis -- Pitch detection -- Vocoders -- Low-rate vocoders -- Medium rate and high rate vocoders -- Perceptual audio coding -- Some aspects of computer music synthesis -- Music signal analysis -- Music retrieval -- Source separation -- Speech transformations -- Speaker verification -- Speaker diarization.