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README.md

Week 04

Automatic Speech Recognition II

Slides

  • ASR II
    • RNN-Transducer archetecture
    • Language model fusion methods
    • Byte-pair encoding

Practice & homework

TODO: add seminar notebook here

Additional Materials

All links are provided on the last slide of the lecture

  1. (blog post) Neural text generation: How to generate text using conditional language models
  2. (paper) A Comparison of Techniques for Language Model Integration in Encoder-Decoder Speech Recognition
  3. (paper) Sequence Transduction with Recurrent Neural Networks
  4. (paper) Improving RNN Transducer Modeling for End-to-End Speech Recognition
  5. (paper) Streaming End-to-end Speech Recognition For Mobile Devices
  6. (paper) Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks