/Domain-Adaptation

Primary LanguagePython

Domain-Adaptation

This repository has been made to maintain the code for the project on accent adaptation in speech recognition.

References:

  1. RNN tutorial: https://medium.com/@erikhallstrm/hello-world-rnn-83cd7105b767
  2. DANN Tensorflow: https://github.com/pumpikano/tf-dann
  3. Finetune Alexnet: https://github.com/kratzert/finetune_alexnet_with_tensorflow
  4. Deepshinx Codebase : https://github.com/vagrawal/deepsphinx

Papers referred :

  1. DANN paper (Ganin et. al) : https://arxiv.org/pdf/1505.07818.pdf
  2. LAS model : https://arxiv.org/pdf/1508.01211.pdf
  3. Improvements over LAS : https://arxiv.org/pdf/1712.01769.pdf
  4. Accent adaptation for single source : https://www.researchgate.net/profile/Sining_Sun/publication/320696855_DOMAIN_ADVERSARIAL_TRAINING_FOR_ACCENTED_SPEECH_RECOGNITION/links/59f513ee458515547c21ce78/DOMAIN-ADVERSARIAL-TRAINING-FOR-ACCENTED-SPEECH-RECOGNITION.pdf