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| （2位用户的5个中间修订版本未显示） |
| 第1行： |
第1行： |
| − | =Task To Do=
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| − | ==Speech Recognition==
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| | | | |
| − | ===CTC expanded=== | + | =Tasks at hand= |
| − | *Voice activity detection
| + | |
| − | :*LSTM+CTC
| + | |
| − | :*TDNN+CTC
| + | |
| − | ::* BLANK as silence, others as speech
| + | |
| | | | |
| − | *Keyword detection
| + | ==Speech Recognition== |
| − | :* Character/Word-level, external key-word fst
| + | |
| − | :* G-fst need to be signal word?
| + | |
| − | | + | |
| − | *Emotion recognition
| + | |
| − | :* LSTM-CTC
| + | |
| − | | + | |
| − | ===Network architecture test=== | + | |
| − | *chain + lstm
| + | |
| − | *lstm simplification
| + | |
| − | *tdnn + lstm
| + | |
| − | | + | |
| − | | + | |
| − | ===End-to-End speech recognition===
| + | |
| − | * Discriminative-Learning code implementation
| + | |
| − | :* Zhiyuan Tang
| + | |
| − | | + | |
| − | ===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===
| + | |
| − | *zhiyuan
| + | |
| − | | + | |
| − | ===Distant speech recognition===
| + | |
| − | *RNN-DAE: echo or reverberation
| + | |
| − | :*Xuewei Zhang/Zhiyuan Tang/Mengyuan Zhao/Zhiyong Zhang
| + | |
| − | *Reverberation
| + | |
| − | :*Mutli-microphones
| + | |
| − | :*(Lasso),Xuewei Zhang
| + | |
| − | | + | |
| − | ===Voice conversation===
| + | |
| − | *hold
| + | |
| − | | + | |
| − | ===Sparse DNN===
| + | |
| − | *Zhiyuan Tang
| + | |
| − | | + | |
| − | ===Correlation based SENONE cluster===
| + | |
| − | | + | |
| − | ===NN Multi-GPU parallel traing===
| + | |
| − | *Multi-GPU using data parallelization
| + | |
| − | :*Sheng Su
| + | |
| − | * nnet3 mpe
| + | |
| − | :* Xuewei Zhang
| + | |
| − | | + | |
| − | ===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== | + | ===joint learning=== |
| − | * Mian Wang,DONE | + | * Hang Luo, Zhiyuan Tang |
| | | | |
| − | ==Dark knowledge== | + | ===visualization=== |
| − | * Mengyuan Zhao, Xiangyu Zeng, Zhiyong Zhang, Chao Liu | + | * Ying Shi, Zhiyuan Tang |
| | | | |
| − | ==Normal RNN speech recognition== | + | ==Speaker Recognition== |
| − | * Mengyuan Zhao | + | *Lantian Li, Yixiang Chen |
| | | | |
| − | ==Monmentum-like Hessien-Free acceleration==
| |
| − | * Nestrov/Adagrad/AdaDelta/AdaM
| |
| − | * Zhiyong Zhang/Xiangyu Zeng
| |
| | | | |
| − | ==Activation value normalization through time --Batch Normalization== | + | =Tasks Done= |
| − | * Zhiyong Zhang
| + | |
| | | | |
| − | ==Mix-training Balance decision tree== | + | =Technical Reports to write= |
| − | * Zhiyong Zhang
| + | |
| | | | |
| − | ==20-h Chinese data-set release== | + | =Papers to write= |
| − | * Xuewei Zhang
| + | |
| | | | |
| − | ==Unbound activation function(Rectifier/Maxout/Pnorm) go-through searching method== | + | =Patents to write= |
| − | * nne3 test --Xuewei Zhang
| + | |
| | | | |
| − | =Technical Report To Write= | + | =Patents done= |
| − | 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= | + | =Projects= |
| | | | |
| − | =Patent done=
| |
| − | * A method of new word enhancement for speech recognition --Yue Zhang
| |
| | | | |
| − | =Project=
| + | ------------------------------ |
| − | * Xiaomi TV
| + | [[task previous]] |
| − | :*Mengyuan Zhao/Zhiyong Zhang
| + | |
| − | :*TAG-lm & Domain-specific general lm
| + | |
| − | *Chinese-English mix-training
| + | |
