Task List

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2015年4月22日 (三) 13:22Zhangzy讨论 | 贡献的版本

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Task To Do

[[* 1, RNN speech recognition (Tied-context-dependent-state and End-to-End) --Chao Liu/Zhiyuan Tang

  • 2, Real environment noise cancellation(RNN-DAE: echo or reverberation) --Zhiyong Zhang
  • 3, Integrate the class information to HCLG fst for speech recognition
  • 4, Multi-Mode features based VAD --Shi Yin,Done
  • 5, DNN based Language identification and Speaker identification
  • 6, Distant speech recognition(Reverberation, Mutli-microphones) --(Lasso),Xuewei Zhang
  • 7, Voice conversation --Zhongwei Yao
  • 8, Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method. --Zhiyong Zhang
  • 9, Sparse DNN --Zhiyuan Tang/Chao Liu
  • 10, Neural network visulization --Mian Wang,Done
  • 11, DNN training GPU parallelization , nnet2 optimization.
  • 12, Monmentum-like Hessien acceleration
  • 13, Correlation based SEONE cluster
  • 14,]]


Technical Report To Write

  • 1, DNN-DAE based noise cancellation -- Xiangyu Zeng / Mengyuan Zhao / Zhiyong Zhang
  • 2, Speech Rate DNN speech recognition --Shi Yin
  • 3, CNN+fbank feature combination --Mian Wang /Yiye Lin /Mengyuan Zhao /Shi Yin
  • 4, Uyghur low-resource acoustic model enhancement -- Shi Yin / Mengyuan Zhao / Zhiyong Zhang
  • 5, Uyghur 20h database release --Kaer /Shi Yin

Paper to Write

  • 1, DNN-DAE Xiangyu Zeng/ Mengyuan Zhao Conference: ChinaSIP-2015
  • 2, RNN-dAE Chao Liu / Zhiyiong Zhang Conference: Interspeech-2015