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RNNs for Text Normalization

Text Normalization Challenge - English Language

Convert English text from written expressions into spoken forms

RNNs for Text Normalization

This is a repository for the Kaggle challenge on "En Text Normalization"

References and data -

  1. Text Normalization Challenge - English Language https://www.kaggle.com/c/text-normalization-challenge-english-language
  2. Google Text Normalization Challenge https://www.kaggle.com/google-nlu/text-normalization
  3. Sproat, Richard, and Navdeep Jaitly. "RNN Approaches to Text Normalization: A Challenge." arXiv preprint arXiv:1611.00068(2016).
  4. Dataset - https://github.com/rwsproat/text-normalization-data
  5. Chan, William, et al. "Listen, attend and spell: A neural network for large vocabulary conversational speech recognition." Acoustics, Speech and Signal Processing (ICASSP), 2016 IEEE International Conference on. IEEE, 2016.
  6. Sutskever, Ilya, Oriol Vinyals, and Quoc V. Le. "Sequence to sequence learning with neural networks." Advances in neural information processing systems. 2014.