Coverart for item
The Resource Speech and Audio Signal Processing : Processing and Perception of Speech and Music

Speech and Audio Signal Processing : Processing and Perception of Speech and Music

Label
Speech and Audio Signal Processing : Processing and Perception of Speech and Music
Title
Speech and Audio Signal Processing
Title remainder
Processing and Perception of Speech and Music
Creator
Contributor
Author
Subject
Language
eng
Summary
Annotation
Member of
Cataloging source
BIP US
http://library.link/vocab/creatorName
Gold, Ben
Dewey number
621.382/2
Illustrations
illustrations
Index
no index present
Intended audience
Scholarly & Professional
Intended audience source
John Wiley & Sons, Incorporated
LC call number
TK7882.S65G65 2011
Literary form
non fiction
Nature of contents
dictionaries
http://library.link/vocab/relatedWorkOrContributorName
  • Morgan, Nelson
  • Ellis, Dan
http://library.link/vocab/subjectName
  • Speech processing systems
  • Signal processing
  • Electronic music
  • Electronic music
  • Signal processing
  • Speech processing systems
Summary expansion
When Speech and Audio Signal Processing published in 1999, it stood out from its competition in its breadth of coverage and its accessible, intutiont-based style. This book was aimed at individual students and engineers excited about the broad span of audio processing and curious to understand the available techniques. Since then, with the advent of the iPod in 2001, the field of digital audio and music has exploded, leading to a much greater interest in the technical aspects of audio processing. This Second Edition will update and revise the original book to augment it with new material describing both the enabling technologies of digital music distribution (most significantly the MP3) and a range of exciting new research areas in automatic music content processing (such as automatic transcription, music similarity, etc.) that have emerged in the past five years, driven by the digital music revolution. New chapter topics include:Psychoacoustic Audio Coding, describing MP3 and related audio coding schemes based on psychoacoustic masking of quantization noiseMusic Transcription, including automatically deriving notes, beats, and chords from music signals. Music Information Retrieval, primarily focusing on audio-based genre classification, artist/style identification, and similarity estimation. Audio Source Separation, including multi-microphone beamforming, blind source separation, and the perception-inspired techniques usually referred to as Computational Auditory Scene Analysis (CASA)
Label
Speech and Audio Signal Processing : Processing and Perception of Speech and Music
Instantiates
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
812416860
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource
Form of item
online
Isbn
9780470195369
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Specific material designation
remote
System control number
(OCoLC)812416860
Label
Speech and Audio Signal Processing : Processing and Perception of Speech and Music
Publication
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
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
Control code
812416860
Dimensions
unknown
Edition
2nd ed.
Extent
1 online resource
Form of item
online
Isbn
9780470195369
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Specific material designation
remote
System control number
(OCoLC)812416860

Library Locations

    • Ellis LibraryBorrow it
      1020 Lowry Street, Columbia, MO, 65201, US
      38.944491 -92.326012
    • Engineering Library & Technology CommonsBorrow it
      W2001 Lafferre Hall, Columbia, MO, 65211, US
      38.946102 -92.330125
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