Task List

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

Technical Report To Write

• 1, DNN-DAE based noise cancellation -- Xiangyu Zeng / Mengyuan Zhao / Zhiyong Zhang --DONE
• 2, Speech Rate DNN speech recognition --Shi Yin/Xiangyu Zeng --DONE
• 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 --DONE
• 5, Uyghur 20h database release --Kaer /Shi Yin --DONE