Speech and Language Processing

-Introduction to Automatic Speech Recognition-

Lecture material for TAIST-Tokyo Tech Program

Lecture:
  1. Introduction and Preparation pdf
    Lecture: 2022/10/4 10:00-13:00 ICT (12:00-15:00 JST)
  2. Probability Distributions, Markov Models, Samplings pdf
    Lecture: 2022/10/4 10:00-13:00 ICT (12:00-15:00 JST)
  3. Maximum Likelihood Estimation and EM Algorithm pdf
    Lecture: 2022/10/6 10:00-13:00 ICT (12:00-15:00 JST)
  4. Bayesian Networks and Bayesian Inference pdf
    Lecture: 2022/10/6 13:00-16:00 ICT (15:00-18:00 JST)
  5. Neural networks pdf
    Lecture: 2022/10/7 13:00-16:00 ICT (15:00-18:00 JST)
  6. Reinforcement Learning pdf
    Lecture: 2022/10/7 13:00-16:00 ICT (15:00-18:00 JST)
*sound is not available in the PDF.
*Attendance/Every day exercise: Explained in the lectures.

Takahiro Shinozaki
Department of Information and Communication Engineering
School of Engineering
Tokyo Institute of Technology

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