Solving ASR Error problem in dialogue system with Domain Adaptation Neural Network Technique

• Network Architecture

  1. Retrieval-Based Dual LSTM
  2. Sequence to Sequence

• ASR Handling

  1. Reference to attentive recurrent NN with asr error modeling on headline generation
     • confusion matrix

• Data

  1. Ubuntu Corpus
     • For Dual LSTM
     • For Seq2seq
  2. Cornell Movie Corpus
     • For Dual LSTM
     • For Seq2seq

• Generate ASR Error

  1. Text to Speech
  2. Speech to context(link to Google API)