Learning Meterials

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Learning Meterials


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