everything.study
6.345

Automatic Speech Recognition

Graduate · Historical course

Spring 2003

Topics

  • Course Overview Acoustic Theory of Speech Production
  • Speech Sounds Speech Sounds (continued)
  • Signal Representation Vector Quantization
  • Pattern Classification (1) Pattern Classification (2)
  • Search Hidden Markov Modeling (1)
  • Language Modeling Language Modeling (continued)
  • Hidden Markov Modeling (2) Hidden Markov Modeling (3)
  • Segment-Based ASR Finite-State Transducers
  • Acoustic-Phonetic Modeling Robust ASR (1)
  • Robust ASR (2) Adaptation
  • Speech Understanding Paralinguistic Information

Readings

  • Huang, Acero, and Hon. Spoken Language Processing . Upper Saddle River, NJ: Prentice-Hall, 2001. ISBN: 0130226165.
    Listed reading
  • Jelinek. Statistical Methods for Speech Recognition . Cambridge, MA: MIT Press, 1998. ISBN: 0262100665.
    Listed reading
  • Rabiner & Juang. Fundamentals of Speech Recognition . Upper Saddle River, NJ: Prentice-Hall, 1993. ISBN: 0130151572.
    Listed reading
  • Duda, Hart, and Stork. Pattern Classification . New York, NY: Wiley & Sons, 2000. ISBN: 0471056693.
    Listed reading
  • Stevens. Acoustic Phonetics . MIT Press, 1998. ISBN: 0262692503.
    Listed reading
Sources