rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Audio Processing and Speech Recognition
    sub title: Concepts, Techniques and Research Overviews
  name:
    name part: Sen, Soumya.
    role:
      role term: creator
    role:
      role term: author.
    role:
      role term: aut
    role:
      role term: http://id.loc.gov/vocabulary/relators/aut
  name:
    name part: Dutta, Anjan.
    role:
      role term: author.
    role:
      role term: aut
    role:
      role term: http://id.loc.gov/vocabulary/relators/aut
  name:
    name part: Dey, Nilanjan.
    role:
      role term: author.
    role:
      role term: aut
    role:
      role term: http://id.loc.gov/vocabulary/relators/aut
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: si
    date issued: 2019
    edition: 1st ed. 2019.
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIV, 96 p. 41 illus., 3 illus. in color. online resource.
  abstract: This book offers an overview of audio processing, including the latest advances in the methodologies used in audio processing and speech recognition. First, it discusses the importance of audio indexing and classical information retrieval problem and presents two major indexing techniques, namely Large Vocabulary Continuous Speech Recognition (LVCSR) and Phonetic Search. It then offers brief insights into the human speech production system and its modeling, which are required to produce artificial speech. It also discusses various components of an automatic speech recognition (ASR) system. Describing the chronological developments in ASR systems, and briefly examining the statistical models used in ASR as well as the related mathematical deductions, the book summarizes a number of state-of-the-art classification techniques and their application in audio/speech classification. By providing insights into various aspects of audio/speech processing and speech recognition, this book appeals a wide audience, from researchers and postgraduate students to those new to the field.
  table of contents: Audio Indexing -- Speech processing -- Feature extraction -- Audio Classification -- Conclusion.
  note: by Soumya Sen, Anjan Dutta, Nilanjan Dey.
  subject:
    topic: Signal processing
  subject:
    topic: Image processing
  subject:
    topic: Speech processing systems
  subject:
    topic: User interfaces (Computer systems)
  subject:
    topic: Input-output equipment (Computers)
  subject:
    topic: Signal, Image and Speech Processing
  subject:
    topic: User Interfaces and Human Computer Interaction
  subject:
    topic: Input/Output and Data Communications
  classification: TK5102.9
  classification: TA1637-1638
  classification: 621.382
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: SpringerBriefs in Computational Intelligence
  identifier: 9789811360985
  identifier: https://doi.org/10.1007/978-981-13-6098-5
  record info:
    record creation date: 190130
    record change date: 20191026043050.0
    record identifier: 978-981-13-6098-5