Multi-Channel Speech Recognition : LSTMs All the Way Through
暂无分享,去创建一个
Jonathan Le Roux | John R. Hershey | Hakan Erdogan | Shinji Watanabe | Chiori Hori | Takeshi Hori | Tomoki Hayashi | Suyoun Kim | Wei-Ning Hsu | Zhong Meng | Hakan Erdogan | J. Hershey | Chiori Hori | Shinji Watanabe | Tomoki Hayashi | Wei-Ning Hsu | Suyoun Kim | Zhong Meng | T. Hori
[1] Hermann Ney,et al. Improved backing-off for M-gram language modeling , 1995, 1995 International Conference on Acoustics, Speech, and Signal Processing.
[2] Hermann Ney,et al. LSTM Neural Networks for Language Modeling , 2012, INTERSPEECH.
[3] Yoshua Bengio,et al. End-to-end attention-based large vocabulary speech recognition , 2015, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[4] Shinji Watanabe,et al. Joint CTC-attention based end-to-end speech recognition using multi-task learning , 2016, 2017 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[5] John R. Hershey,et al. Minimum word error training of long short-term memory recurrent neural network language models for speech recognition , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[6] Lukás Burget,et al. Recurrent neural network based language model , 2010, INTERSPEECH.
[7] Haihua Xu,et al. Minimum Bayes Risk decoding and system combination based on a recursion for edit distance , 2011, Comput. Speech Lang..
[8] Reinhold Häb-Umbach,et al. Neural network based spectral mask estimation for acoustic beamforming , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[9] Jacob Benesty,et al. On Optimal Frequency-Domain Multichannel Linear Filtering for Noise Reduction , 2010, IEEE Transactions on Audio, Speech, and Language Processing.
[10] Lukás Burget,et al. Sequence-discriminative training of deep neural networks , 2013, INTERSPEECH.
[11] Navdeep Jaitly,et al. Towards End-To-End Speech Recognition with Recurrent Neural Networks , 2014, ICML.
[12] F ChenStanley,et al. An Empirical Study of Smoothing Techniques for Language Modeling , 1996, ACL.
[13] Xavier Anguera Miró,et al. Acoustic Beamforming for Speaker Diarization of Meetings , 2007, IEEE Transactions on Audio, Speech, and Language Processing.
[14] Chengzhu Yu,et al. The NTT CHiME-3 system: Advances in speech enhancement and recognition for mobile multi-microphone devices , 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).
[15] Biing-Hwang Juang,et al. Recurrent deep neural networks for robust speech recognition , 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[16] Gunnar Evermann,et al. Posterior probability decoding, confidence estimation and system combination , 2000 .
[17] Tara N. Sainath,et al. Neural Network Adaptive Beamforming for Robust Multichannel Speech Recognition , 2016, INTERSPEECH.
[18] Jon Barker,et al. An analysis of environment, microphone and data simulation mismatches in robust speech recognition , 2017, Comput. Speech Lang..
[19] Jonathan Le Roux,et al. The MERL/SRI system for the 3RD CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition , 2015, 2015 IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU).
[20] Kenta Oono,et al. Chainer : a Next-Generation Open Source Framework for Deep Learning , 2015 .
[21] Andreas Stolcke,et al. Entropy-based Pruning of Backoff Language Models , 2000, ArXiv.
[22] Richard M. Stern,et al. Power-Normalized Cepstral Coefficients (PNCC) for Robust Speech Recognition , 2016, IEEE/ACM Transactions on Audio, Speech, and Language Processing.
[23] Kaisheng Yao,et al. KL-divergence regularized deep neural network adaptation for improved large vocabulary speech recognition , 2013, 2013 IEEE International Conference on Acoustics, Speech and Signal Processing.
[24] H Hermansky,et al. Perceptual linear predictive (PLP) analysis of speech. , 1990, The Journal of the Acoustical Society of America.
[25] Liang Lu,et al. Deep beamforming networks for multi-channel speech recognition , 2016, 2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
[26] John R. Hershey,et al. Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks , 2015, INTERSPEECH.