speech-tutorial

This repo contains implementation from Shinozaki sensei's lectures

The lectures includes 14 topics, and each topic has a corresponding folder in this repo:

1. Speech communication and speech interface systems
2. Signal analysis
3. Parametric representation of speech signals
4. Basics of probability distributions
5. Principles of speech recognition and synthesis
6. Graphical model
7. Markov and Hidden Markov models
8. Weighted finite state transducer
9. Dynamic programming and Viterbi algorithm
10. Bayesian inference
11. Basics of artificial neural network
12. Neural network based speech recognition and synthesis
13. Markov decision process and dialogue systems
14. Reinforcement learning and spoken language acquisition