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Frame Stacking and Retaining for Recurrent Neural ...
arXiv
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由 X Tian 著作2017被引用 6 次 — Frame stacking is broadly applied in end-to-end neural network training like connectionist temporal classification (CTC), and it leads to more accurate models ...
Frame Stacking and Retaining for Recurrent Neural Network ...
DBLP
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Xu Tian, Jun Zhang, Zejun Ma, Yi He, Juan Wei: Frame Stacking and Retaining for Recurrent Neural Network Acoustic Model. CoRR abs/1705.05992 (2017).
Frame Stacking and Retaining for Recurrent Neural Network ...
深势科技
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深势科技
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The system which combined frame retaining with frame stacking could reduces the time consumption of both training and decoding. Long short-term memory (LSTM) ...
Jun Zhang
Google Scholar
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Frame stacking and retaining for recurrent neural network acoustic model. X Tian, J Zhang, Z Ma, Y He, J Wei. arXiv preprint arXiv:1705.05992, 2017. 6, 2017. SD ...
Example of a neural network processing n stacked feature...
ResearchGate
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ResearchGate
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Frame stacking is broadly applied in end-to-end neural network training like connectionist temporal classification (CTC), and it leads to more accurate models ...
arXiv:1705.05992v1 [cs.CL] 17 May 2017
arXiv
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arXiv
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由 X Tian 著作2017被引用 6 次 — The system which combined frame retaining with frame stack- ing could reduces the time consumption of both training and decoding. Long short- ...
[PDF] Fast and accurate recurrent neural network acoustic ...
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We show that frame stacking and reduced frame rate lead to more accurate models and faster decoding. CD phone modeling leads to further improvements. We also ...
Acoustic modelling with CD-CTC-sMBR LSTM RNNs
Google Research
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由 A Senior 著作被引用 163 次 — LSTM layers can be stacked to give deep architectures which allow multiple nonlinear operations for a single time-step, though because of their recurrent nature ...
6 頁
Learning acoustic frame labeling for speech recognition ...
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Learning acoustic frame labeling for speech recognition with recurrent neural networks ... Frame Stacking and Retaining for Recurrent Neural Network Acoustic ...
Feature Frame Stacking in RNN-Based Tandem ASR ...
ResearchGate
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2011年8月27日 — In this paper, we evaluate combinations of BLSTM modeling and frame stacking to determine the most efficient method for exploiting context in ...