Sequence Training in DNN/CNN for ASR
2014-03-26 14:18
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IBM系:
【1】B. Kingsbury, “Lattice-Based Optimization of Sequence Classification Criteria for Neural-Network Acoustic Modeling,” in Proc. ICASSP,2009.
【2】Kingsbury B, Sainath T N, Soltau H. Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization[C]//INTERSPEECH. 2012.
Microsoft:
【1】Mohamed A, Yu D, Deng L. Investigation of full-sequence training of deep belief networks for speech recognition[C]//INTERSPEECH. 2010: 2846-2849.
【2】Su H, Li G, Yu D, et al. Error back propagation for sequence training of context-dependent deep networks for conversational speech transcription[C]//Proc. ICASSP. 2013.
Kaldi相关:
【1】Veselý K, Ghoshal A, Burget L, et al. Sequence discriminative training of deep neural networks[C]//Proc. INTERSPEECH. 2013: 2345-2349.
其他:
【1】Tachioka Y, Watanabe S. Discriminative training of acoustic models for system combination[C]//Proc. INTERSPEECH. 2013: 2355-2359.
【1】B. Kingsbury, “Lattice-Based Optimization of Sequence Classification Criteria for Neural-Network Acoustic Modeling,” in Proc. ICASSP,2009.
【2】Kingsbury B, Sainath T N, Soltau H. Scalable Minimum Bayes Risk Training of Deep Neural Network Acoustic Models Using Distributed Hessian-free Optimization[C]//INTERSPEECH. 2012.
Microsoft:
【1】Mohamed A, Yu D, Deng L. Investigation of full-sequence training of deep belief networks for speech recognition[C]//INTERSPEECH. 2010: 2846-2849.
【2】Su H, Li G, Yu D, et al. Error back propagation for sequence training of context-dependent deep networks for conversational speech transcription[C]//Proc. ICASSP. 2013.
Kaldi相关:
【1】Veselý K, Ghoshal A, Burget L, et al. Sequence discriminative training of deep neural networks[C]//Proc. INTERSPEECH. 2013: 2345-2349.
其他:
【1】Tachioka Y, Watanabe S. Discriminative training of acoustic models for system combination[C]//Proc. INTERSPEECH. 2013: 2355-2359.
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