“Task List”版本间的差异
来自cslt Wiki
| 第1行： | 第1行： | ||
=Task To Do= | =Task To Do= | ||
| − | *End-to-End speech recognition | + | *End-to-End speech recognition |
:*Zhiyuan Tang | :*Zhiyuan Tang | ||
| − | *Real environment noise cancellation | + | *Real environment noise cancellation |
:*(RNN-DAE: echo or reverberation) | :*(RNN-DAE: echo or reverberation) | ||
:*Zhiyong Zhang | :*Zhiyong Zhang | ||
| − | *Integrate the class information to HCLG fst for speech recognition | + | *Integrate the class information to HCLG fst for speech recognition |
| − | *Distant speech recognition(Reverberation, Mutli-microphones)* | + | *Distant speech recognition |
| + | :*(Reverberation, Mutli-microphones)* | ||
:*(Lasso),Xuewei Zhang | :*(Lasso),Xuewei Zhang | ||
| − | *Voice conversation | + | *Voice conversation |
:*xx | :*xx | ||
| − | *Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method | + | *Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method |
:*Zhiyong Zhang | :*Zhiyong Zhang | ||
| − | *Sparse DNN | + | *Sparse DNN |
:*Zhiyuan Tang/Chao Liu | :*Zhiyuan Tang/Chao Liu | ||
| − | *DNN training GPU parallelization , nnet2 optimization | + | *DNN training GPU parallelization , nnet2 optimization |
| − | *Monmentum-like Hessien-Free acceleration | + | |
| − | *Correlation based SEONE cluster | + | *Monmentum-like Hessien-Free acceleration |
| + | |||
| + | *Correlation based SEONE cluster | ||
2015年7月28日 (二) 10:31的版本
Task To Do
- End-to-End speech recognition
- Zhiyuan Tang
- Real environment noise cancellation
- (RNN-DAE: echo or reverberation)
- Zhiyong Zhang
- Integrate the class information to HCLG fst for speech recognition
- Distant speech recognition
- (Reverberation, Mutli-microphones)*
- (Lasso),Xuewei Zhang
- Voice conversation
- xx
- Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method
- Zhiyong Zhang
- Sparse DNN
- Zhiyuan Tang/Chao Liu
- DNN training GPU parallelization , nnet2 optimization
- Monmentum-like Hessien-Free acceleration
- Correlation based SEONE cluster
Task DONE
- Multi-Mode features based VAD*
- Shi Yin, DONE
- DNN based Language identification and Speaker identification*
- Xuewei Zhang/Zhiyuan Tang
- Neural network visulization*
- Mian Wang,DONE
- Dark knowledge*
- Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu
- Normal RNN speech recognition*
- Mengyuan Zhao
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 6，Dark-Knowledge Transfer *: Xiangyu Zeng/ Mengyuan Zhao / Zhiyong Zhang
