Thursday, June 7, 2007

Serialization

Short status update: serialization of the network has been implemented and tested.

Remaining tasks:
  • Select files to use from TIMIT
  • Convert WAV files
  • Matlab code for extracting features from WAV files
  • Matlab code for writing features into feature files
  • C++ code for reading feature files
  • C++ code for reading TIMIT annotation files
  • C++ code object skeleton for BLSTM
  • C++ code for forward propagation
  • C++ code for back propagation
  • C++ code for BLSTM trainer
  • C++ code for BLSTM tester
  • C++ code for serializing BLSTM
  • Training the network on selected files
  • Testing the network on selected files
  • Write report

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