Learning Meterials

Books

Deep Learning

• Deep Learning [site]
  • Ian Goodfellow and Yoshua Bengio and Aaron Courville, 2016
• Neural Networks and Deep Learning [site]
  • Michael Nielsen, 2017

Sound Processing

• Spoken Language Processing_ A Guide to Theory, Algorithm, and System Development
  • Xuedong Huang, Alex Acero, Hsiao-Wuen Hon, 2001
• Automatic Speech Recognition: A Deep Learning Approach
  • Dong Yu, Li Deng, 2015

Natural Language Processing

• Neural Machine Translation and Sequence-to-sequence Models: A Tutorial
  • Graham Neubig, 2017