lemonade117/neural_sequence_transduction

WIP: pytorch implementation of RNN Transducer and CTC for speech recognition

Neural Sequence Transduction

pytorch implementation of Sequence Transduction with Recurrent Neural Networks

TO DO

• Make Timit datsource
• implement CTC Connectionist Temporal Classification: Labelling Unsegmented Sequence Data with Recurrent Neural Networks
  • implement model
  • implement train pipeline
  • train model
  • report evaluation
• implement neural tranceducer Sequence Transduction with Recurrent Neural Networks
  • implement model
  • implement train pipeline
  • train model
  • report evaluation
• compare the result with the original paper

Reference: Supervised Sequence Labelling with Recurrent Neural Networks