Speech and Language Processing
-Introduction to Automatic Speech Recognition-
Lecture material for TAIST-Tokyo Tech Program
Lecture:
- Introduction and Preparation
pdf
Lecture: 2022/10/4 10:00-13:00 ICT (12:00-15:00 JST)
- Probability Distributions, Markov Models, Samplings
pdf
Lecture: 2022/10/4 10:00-13:00 ICT (12:00-15:00 JST)
- Maximum Likelihood Estimation and EM Algorithm
pdf
Lecture: 2022/10/6 10:00-13:00 ICT (12:00-15:00 JST)
- Bayesian Networks and Bayesian Inference
pdf
Lecture: 2022/10/6 13:00-16:00 ICT (15:00-18:00 JST)
- Neural networks
pdf
Lecture: 2022/10/7 13:00-16:00 ICT (15:00-18:00 JST)
- 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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