Task List
来自cslt Wiki
目录
Task To Do
Speech Recognition
- End-to-End speech recognition
- Discriminative-Learning code implementation
- Zhiyuan Tang
- Zhiyuan Tang/Mengyuan Zhao/Zhiyong Zhang
- Multi-task
- Fusion of speech-recognition and speech-rate
- Xiangyu Zeng
- Self-informed neural network structure learning
- Mengyuan Zhao
- 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
- Nestrov/Adagrad/AdaDelta/AdaM
- Zhiyong Zhang/Xiangyu Zeng
- 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