“Task List”版本间的差异
来自cslt Wiki
| 第1行： | 第1行： | ||
=Task To Do= | =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 | 3, Integrate the class information to HCLG fst for speech recognition | ||
4, Multi-Mode features based VAD --Shi Yin, DONE | 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 | 8, Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method. --Zhiyong Zhang | ||
9, Sparse DNN --Zhiyuan Tang/Chao Liu | 9, Sparse DNN --Zhiyuan Tang/Chao Liu | ||
10, Neural network visulization --Mian Wang,DONE | 10, Neural network visulization --Mian Wang,DONE | ||
| − | + | 11, DNN training GPU parallelization , nnet2 optimization. | |
| − | + | 12, Hessien-like Monmentum acceleration | |
| − | + | 13, Correlation based SEONE cluster | |
| − | + | 14, Dark knowledge --Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu | |
=Technical Report To Write= | =Technical Report To Write= | ||
2015年4月24日 (五) 06:52的版本
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, Hessien-like Monmentum acceleration
13, Correlation based SEONE cluster
14, Dark knowledge --Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu
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
