“Task List”版本间的差异
来自cslt Wiki
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*Voice conversation | *Voice conversation | ||
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*Sparse DNN | *Sparse DNN | ||
:*Zhiyuan Tang | :*Zhiyuan Tang | ||
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*Correlation based SENONE cluster | *Correlation based SENONE cluster | ||
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*NN Multi-GPU parallel traing | *NN Multi-GPU parallel traing | ||
:*Multi-Machine | :*Multi-Machine | ||
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::*Sheng Su | ::*Sheng Su | ||
:*Multi-GPU on one Machine | :*Multi-GPU on one Machine | ||
::*Sheng Su | ::*Sheng Su | ||
| + | :* nnet3 code test | ||
*Audio Embedding | *Audio Embedding | ||
:*Ke Ning | :*Ke Ning | ||
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*RNN training accelerating | *RNN training accelerating | ||
| 第50行： | 第35行： | ||
:*Zhiyong Zhang | :*Zhiyong Zhang | ||
:*Sub-modular data selection | :*Sub-modular data selection | ||
| + | :*Objective-function loss training self-adaptation | ||
*Decoder | *Decoder | ||
:*Confidence output for task-required | :*Confidence output for task-required | ||
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| 第70行： | 第53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 |
| + | |||
| + | *Monmentum-like Hessien-Free acceleration | ||
| + | :* Zhiyong Zhang | ||
| + | |||
| + | *Activation value normalization through time --Batch Normalization | ||
| + | :* Zhiyong Zhang | ||
| + | |||
| + | *Mix-training Balance decision tree | ||
| + | :* Zhiyong Zhang | ||
| + | |||
| + | |||
| + | *20-h Chinese data-set release | ||
| + | :* Xuewei Zhang | ||
| + | |||
| + | *Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method | ||
| + | :* nne3 test --Xuewei Zhang | ||
=Technical Report To Write= | =Technical Report To Write= | ||
2015年10月19日 (一) 11:46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
- Xuewei Zhang/Zhiyuan Tang/Mengyuan Zhao/Zhiyong Zhang
- Reverberation
- Mutli-microphones
- (Lasso),Xuewei Zhang
- Voice conversation
- Sparse DNN
- Zhiyuan Tang
- Correlation based SENONE cluster
- NN Multi-GPU parallel traing
- Multi-Machine
- Sheng Su
- Multi-GPU on one Machine
- Sheng Su
- nnet3 code test
- Audio Embedding
- Ke Ning
- RNN training accelerating
- Data selection
- Zhiyong Zhang
- Sub-modular data selection
- Objective-function loss training self-adaptation
- 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
- Monmentum-like Hessien-Free acceleration
- Zhiyong Zhang
- Activation value normalization through time --Batch Normalization
- Zhiyong Zhang
- Mix-training Balance decision tree
- Zhiyong Zhang
- 20-h Chinese data-set release
- Xuewei Zhang
- Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method
- nne3 test --Xuewei Zhang
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
