“Task List”版本间的差异
来自cslt Wiki
（→Speaker Verification） |
（→Task DONE） |
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| 第60行： | 第60行： | ||
=Task DONE= | =Task DONE= | ||
| − | *Multi-Mode features based VAD | + | *Multi-Mode features based VAD |
| − | :*Shi Yin | + | :*Shi Yin |
| − | *DNN based Language identification and Speaker identification | + | *DNN based Language identification and Speaker identification |
:*Xuewei Zhang/Zhiyuan Tang | :*Xuewei Zhang/Zhiyuan Tang | ||
| − | *Neural network visulization | + | *Neural network visulization |
:*Mian Wang,DONE | :*Mian Wang,DONE | ||
| − | *Dark knowledge | + | *Dark knowledge |
:*Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu | :*Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu | ||
| − | *Normal RNN speech recognition | + | *Normal RNN speech recognition |
:*Mengyuan Zhao | :*Mengyuan Zhao | ||
| − | |||
=Technical Report To Write= | =Technical Report To Write= | ||
2015年7月29日 (三) 06:45的版本
目录
Task To Do
Speech Recognition
- End-to-End speech recognition
- Zhiyuan Tang/Mengyuan Zhao/Zhiyong Zhang
- Integrate the class information to HCLG fst for speech recognition
- Distant speech recognition
- RNN-DAE: echo or reverberation
- Mengyuan Zhao/Zhiyong Zhang
- Reverberation
- Mutli-microphones
- (Lasso),Xuewei Zhang
- Voice conversation
- xx
- Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method
- Zhiyong Zhang/Zhiyuan Tang
- Sparse DNN
- Zhiyuan Tang
- Monmentum-like Hessien-Free acceleration
- Correlation based SEONE cluster
- NN Multi-GPU parallel traing
- Multi-Machine
- nnet2 optimization
- Multi-GPU on one Machine
- Sheng Su
- Audio Embedding
- Activation value normalization through time
- For bigger learning rate
- Mix-training Balance decision tree
- Zhiyong Zhang
- RNN training accelerating
- Data selection
- Zhiyong Zhang
- Sub-modular data selection
- Decoder
- Confidence output for task-required
Speaker Verification
- binary code
- Lantian Li
- RNN-ivector
- Lantian Li
- DNN clustering
- Lantian Li
Task DONE
- Multi-Mode features based VAD
- Shi Yin
- 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
Paper to Write
Project
- Xiaomi TV
- Mengyuan Zhao/Zhiyong Zhang
- TAG-lm & Domain-specific general lm
- Chinese-English mix-training
