TY - JOUR AU - Hinton, G. AU - Deng, L. AU - Yu, D. AU - Dahl, G. E. AU - Mohamed, A. AU - Jaitly, N. AU - Senior, A. AU - Vanhoucke, V. AU - Nguyen, P. AU - Sainath, T. N. AU - Kingsbury, B. PY - 2012 DA - 2012// TI - Deep neural networks for acoustic modeling in speech recognition: the shared views of four research groups JO - IEEE Signal Proc. Mag. VL - 29 UR - https://doi.org/10.1109/MSP.2012.2205597 DO - 10.1109/MSP.2012.2205597 ID - Hinton2012 ER - TY - CHAP AU - Kingsbury, B. PY - 2009 DA - 2009// TI - Acoustics, Speech and Signal Processing (ICASSP), 2009 IEEE International Conference On BT - Lattice-based optimization of sequence classification criteria for neural-network acoustic modeling PB - IEEE. Taipei CY - Taiwan ID - Kingsbury2009 ER - TY - CHAP AU - Veselỳ, K. AU - Ghoshal, A. AU - Burget, L. AU - Povey, D. PY - 2013 DA - 2013// TI - Sequence-discriminative training of deep neural networks BT - INTERSPEECH PB - ISCA. Lyon CY - France ID - Veselỳ2013 ER - TY - CHAP AU - Seide, F. AU - Li, G. AU - Chen, X. AU - Yu, D. PY - 2011 DA - 2011// TI - Feature engineering in context-dependent deep neural networks for conversational speech transcription BT - Automatic Speech Recognition and Understanding (ASRU), 2011 IEEE Workshop On PB - IEEE. Waikoloa, HI CY - USA UR - https://doi.org/10.1109/ASRU.2011.6163899 DO - 10.1109/ASRU.2011.6163899 ID - Seide2011 ER - TY - CHAP AU - Rath, S. P. AU - Povey, D. AU - Veselỳ, K. AU - Cernockỳ, J. PY - 2013 DA - 2013// TI - Improved feature processing for deep neural networks BT - INTERSPEECH PB - ISCA. Lyon CY - France ID - Rath2013 ER - TY - CHAP AU - Sainath, T. N. AU - Kingsbury, B. AU - Ramabhadran, B. AU - Fousek, P. AU - Novak, P. AU - Mohamed, A. PY - 2011 DA - 2011// TI - Making deep belief networks effective for large vocabulary continuous speech recognition BT - Automatic Speech Recognition and Understanding (ASRU), 2011 IEEE Workshop On PB - IEEE. Waikoloa, HI CY - USA UR - https://doi.org/10.1109/ASRU.2011.6163900 DO - 10.1109/ASRU.2011.6163900 ID - Sainath2011 ER - TY - JOUR AU - Gales, M. J. PY - 1998 DA - 1998// TI - Maximum likelihood linear transformations for HMM-based speech recognition JO - Comput. Speech Lang. VL - 12 UR - https://doi.org/10.1006/csla.1998.0043 DO - 10.1006/csla.1998.0043 ID - Gales1998 ER - TY - CHAP AU - Saon, G. AU - Soltau, H. AU - Nahamoo, D. AU - Picheny, M. PY - 2013 DA - 2013// TI - Speaker adaptation of neural network acoustic models using i-vectors BT - Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop On PB - IEEE. Olomouc CY - Czech Republic UR - https://doi.org/10.1109/ASRU.2013.6707705 DO - 10.1109/ASRU.2013.6707705 ID - Saon2013 ER - TY - CHAP AU - Senior, A. AU - Lopez-Moreno, I. PY - 2014 DA - 2014// TI - Improving DNN speaker independence with i-vector inputs BT - Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference On PB - IEEE. Florence CY - Italy UR - https://doi.org/10.1109/ICASSP.2014.6853591 DO - 10.1109/ICASSP.2014.6853591 ID - Senior2014 ER - TY - CHAP AU - Seltzer, M. L. AU - Yu, D. AU - Wang, Y. PY - 2013 DA - 2013// TI - An investigation of deep neural networks for noise robust speech recognition BT - Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On PB - IEEE. Vancouver CY - Canada UR - https://doi.org/10.1109/ICASSP.2013.6639100 DO - 10.1109/ICASSP.2013.6639100 ID - Seltzer2013 ER - TY - STD TI - TN Sainath, B Kingsbury, G Saon, H Soltau, A Mohamed, GE Dahl, B Ramabhadran, Deep convolutional neural networks for large-scale speech tasks. Neural Netw (2014). in press. ID - ref11 ER - TY - CHAP AU - Deng, L. AU - Platt, J. C. PY - 2014 DA - 2014// TI - Ensemble deep learning for speech recognition BT - INTERSPEECH PB - ISCA CY - Singapore ID - Deng2014 ER - TY - JOUR AU - Zeng, X. AU - Martinez, T. R. PY - 2000 DA - 2000// TI - Using a neural network to approximate an ensemble of classifiers JO - Neural. Process. Lett. VL - 12 UR - https://doi.org/10.1023/A:1026530200837 DO - 10.1023/A:1026530200837 ID - Zeng2000 ER - TY - CHAP AU - Buciluă, C. AU - Caruana, R. AU - Niculescu-Mizil, A. PY - 2006 DA - 2006// TI - Model compression BT - Knowledge Discovery and Data Mining, The 12th ACM SIGKDD International Conference On PB - ACM. Philadelphia, PA CY - USA UR - https://doi.org/10.1145/1150402.1150464 DO - 10.1145/1150402.1150464 ID - Buciluă2006 ER - TY - CHAP AU - Li, J. AU - Zhao, R. AU - Huang, J. T. AU - Gong, Y. PY - 2014 DA - 2014// TI - Learning small-size DNN with output-distribution-based criteria BT - INTERSPEECH PB - ISCA CY - Singapore ID - Li2014 ER - TY - CHAP AU - Hinton, G. E. AU - Vinyals, O. AU - Dean, J. PY - 2014 DA - 2014// TI - Distilling the knowledge in a neural network BT - NIPS Deep Learning and Representation Learning Workshop PB - NIPS. Montreal CY - Canada ID - Hinton2014 ER - TY - CHAP AU - Bourlard, H. AU - Konig, Y. AU - Morgan, N. PY - 1995 DA - 1995// TI - Remap: recursive estimation and maximization of a posteriori probabilities in connectionist speech recognition BT - EUROSPEECH PB - ISCA CY - Madrid, Spain ID - Bourlard1995 ER - TY - CHAP AU - Konig, Y. AU - Bourlard, H. AU - Morgan, N. PY - 1996 DA - 1996// TI - Remap-experiments with speech recognition BT - Acoustics, Speech and Signal Processing (ICASSP), 1996 IEEE International Conference On PB - IEEE. Atlanta, GA CY - USA UR - https://doi.org/10.1109/ICASSP.1996.550595 DO - 10.1109/ICASSP.1996.550595 ID - Konig1996 ER - TY - CHAP AU - Senior, A. AU - Robinson, T. PY - 1996 DA - 1996// TI - Forward-backward retraining of recurrent neural networks BT - Advances in Neural Information Processing Systems (NIPS) PB - NIPS CY - Denver, CO, USA ID - Senior1996 ER - TY - CHAP AU - Yan, Y. AU - Fanty, M. AU - Cole, R. PY - 1997 DA - 1997// TI - Speech recognition using neural networks with forward-backward probability generated targets BT - Acoustics, Speech and Signal Processing (ICASSP), 1997 IEEE International Conference On PB - IEEE. Munich CY - Germany ID - Yan1997 ER - TY - CHAP AU - Veselỳ, K. AU - Hannemann, M. AU - Burget, L. PY - 2013 DA - 2013// TI - Semi-supervised training of deep neural networks BT - Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop On PB - IEEE. Olomouc CY - Czech Republic UR - https://doi.org/10.1109/ASRU.2013.6707741 DO - 10.1109/ASRU.2013.6707741 ID - Veselỳ2013 ER - TY - CHAP AU - Grézl, F. AU - Karafiát, M. PY - 2013 DA - 2013// TI - Semi-supervised bootstrapping approach for neural network feature extractor training BT - Automatic Speech Recognition and Understanding (ASRU), 2013 IEEE Workshop On PB - IEEE. Olomouc CY - Czech Republic UR - https://doi.org/10.1109/ASRU.2013.6707775 DO - 10.1109/ASRU.2013.6707775 ID - Grézl2013 ER - TY - CHAP AU - Menke, J. AU - Peterson, A. AU - Rimer, M. AU - Martinez, T. PY - 2002 DA - 2002// TI - Network simplification through oracle learning BT - Neural Networks (IJCNN), 2002 International Joint Conference On PB - IEEE. Honolulu, HI CY - USA ID - Menke2002 ER - TY - CHAP AU - Ba, J. AU - Caruana, R. PY - 2014 DA - 2014// TI - Do deep nets really need to be deep? BT - Advances in Neural Information Processing Systems (NIPS) PB - NIPS. Montreal CY - Canada ID - Ba2014 ER - TY - CHAP AU - Miao, Y. AU - Jiang, L. AU - Zhang, H. AU - Metze, F. PY - 2014 DA - 2014// TI - Improvements to speaker adaptive training of deep neural networks BT - Spoken Language Technology (SLT), 2014 IEEE Workshop On PB - IEEE CY - South Lake Tahoe, NV, USA UR - https://doi.org/10.1109/SLT.2014.7078568 DO - 10.1109/SLT.2014.7078568 ID - Miao2014 ER - TY - CHAP AU - Chan, W. AU - Ke, N. R. AU - Lane, I. PY - 2015 DA - 2015// TI - Transferring knowledge from a RNN to a DNN BT - INTERSPEECH PB - ISCA. Dresden CY - Germany ID - Chan2015 ER - TY - CHAP AU - Povey, D. AU - Ghoshal, A. AU - Boulianne, G. AU - Burget, L. AU - Glembek, O. AU - Goel, N. AU - Hannemann, M. AU - Motlicek, P. AU - Qian, Y. AU - Schwarz, P. AU - Silovsky, J. AU - Stemmer, G. AU - Vesely, K. PY - 2011 DA - 2011// TI - The Kaldi speech recognition toolkit BT - Automatic Speech Recognition and Understanding (ASRU), 2011 IEEE Workshop On PB - IEEE CY - Waikoloa, HI, USA ID - Povey2011 ER - TY - CHAP AU - Soltau, H. AU - Kuo, H. -. K. AU - Mangu, L. AU - Saon, G. AU - Beran, T. PY - 2013 DA - 2013// TI - Neural network acoustic models for the DARPA RATS program BT - INTERSPEECH PB - ISCA CY - Lyon, France ID - Soltau2013 ER - TY - JOUR AU - Gales, M. J. F. AU - Kim, D. Y. AU - Woodland, P. C. AU - Chan, H. Y. AU - Mrva, D. AU - Sinha, R. AU - Tranter, S. E. PY - 2006 DA - 2006// TI - Progress in the CU-HTK broadcast news transcription system JO - IEEE Tran. Audio Speech Lang. Process. VL - 14 UR - https://doi.org/10.1109/TASL.2006.878264 DO - 10.1109/TASL.2006.878264 ID - Gales2006 ER - TY - CHAP AU - Saon, G. AU - Zweig, G. AU - Kingsbury, B. AU - Mangu, L. AU - Chaudhari, U. PY - 2003 DA - 2003// TI - An architecture for rapid decoding of large vocabulary conversational speech BT - EUROSPEECH PB - ISCA. Geneva CY - Switzerland ID - Saon2003 ER - TY - CHAP AU - Li, Y. AU - Erdogan, H. AU - Gao, Y. AU - Marcheret, E. PY - 2002 DA - 2002// TI - Incremental on-line feature space mllr adaptation for telephony speech recognition BT - INTERSPEECH PB - ICSA CY - Denver, CO, USA ID - Li2002 ER - TY - CHAP AU - Lei, X. AU - Lin, H. AU - Heigold, G. PY - 2013 DA - 2013// TI - Deep neural networks with auxiliary gaussian mixture models for real-time speech recognition BT - Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On PB - IEEE CY - Vancouver, Canada UR - https://doi.org/10.1109/ICASSP.2013.6639148 DO - 10.1109/ICASSP.2013.6639148 ID - Lei2013 ER - TY - CHAP AU - Bacchiani, M. PY - 2013 DA - 2013// TI - Rapid adaptation for mobile speech applications BT - Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On PB - IEEE CY - Vancouver, Canada UR - https://doi.org/10.1109/ICASSP.2013.6639203 DO - 10.1109/ICASSP.2013.6639203 ID - Bacchiani2013 ER - TY - CHAP AU - Vanhoucke, V. AU - Senior, A. AU - Mao, M. Z. PY - 2011 DA - 2011// TI - Improving the speed of neural networks on cpus BT - NIPS Deep Learning and Unsupervised Feature Learning Workshop PB - NIPS CY - Granada, Spain ID - Vanhoucke2011 ER - TY - CHAP AU - Lei, X. AU - Senior, A. AU - Gruenstein, A. AU - Sorensen, J. PY - 2013 DA - 2013// TI - Accurate and compact large vocabulary speech recognition on mobile devices BT - INTERSPEECH PB - ISCA. Lyon CY - France ID - Lei2013 ER - TY - CHAP AU - Vanhoucke, V. AU - Devin, M. AU - Heigold, G. PY - 2013 DA - 2013// TI - Multiframe deep neural networks for acoustic modeling BT - Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On PB - IEEE CY - Vancouver, Canada UR - https://doi.org/10.1109/ICASSP.2013.6639137 DO - 10.1109/ICASSP.2013.6639137 ID - Vanhoucke2013 ER - TY - CHAP AU - Yu, D. AU - Seide, F. AU - Li, G. AU - Deng, L. PY - 2012 DA - 2012// TI - Exploiting sparseness in deep neural networks for large vocabulary speech recognition BT - Acoustics, Speech and Signal Processing (ICASSP), 2012 IEEE International Conference On PB - IEEE CY - Kyoto, Japan UR - https://doi.org/10.1109/ICASSP.2012.6288897 DO - 10.1109/ICASSP.2012.6288897 ID - Yu2012 ER - TY - CHAP AU - Sainath, T. N. AU - Kingsbury, B. AU - Sindhwani, V. AU - Arisoy, E. AU - Ramabhadran, B. PY - 2013 DA - 2013// TI - Low-rank matrix factorization for deep neural network training with high-dimensional output targets BT - Acoustics, Speech and Signal Processing (ICASSP), 2013 IEEE International Conference On PB - IEEE CY - Vancouver, Canada UR - https://doi.org/10.1109/ICASSP.2013.6638949 DO - 10.1109/ICASSP.2013.6638949 ID - Sainath2013 ER - TY - CHAP AU - Xue, J. AU - Li, J. AU - Gong, Y. PY - 2013 DA - 2013// TI - Restructuring of deep neural network acoustic models with singular value decomposition BT - INTERSPEECH PB - ISCA CY - Lyon, France ID - Xue2013 ER - TY - CHAP AU - He, T. AU - Fan, Y. AU - Qian, Y. AU - Tan, T. AU - Yu, K. PY - 2014 DA - 2014// TI - Reshaping deep neural network for fast decoding by node-pruning BT - Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference On PB - IEEE CY - Florence, Italy UR - https://doi.org/10.1109/ICASSP.2014.6853595 DO - 10.1109/ICASSP.2014.6853595 ID - He2014 ER - TY - CHAP AU - Ramirez, J. AU - Górriz, J. M. AU - Segura, J. C. ED - Grimm, M. ED - Kroschel, K. PY - 2007 DA - 2007// TI - Voice activity detection. Fundamentals and speech recognition system robustness BT - Robust Speech Recognition and Understanding PB - I-Tech Education and Publishing CY - Vienna ID - Ramirez2007 ER - TY - CHAP AU - Dines, J. AU - Vepa, J. AU - Hain, T. PY - 2006 DA - 2006// TI - The segmentation of multi-channel meeting recordings for automatic speech recognition BT - INTERSPEECH PB - ICSLP CY - Pittsburgh, PA, USA ID - Dines2006 ER - TY - CHAP AU - Saon, G. AU - Thomas, S. AU - Soltau, H. AU - Ganapathy, S. AU - Kingsbury, B. PY - 2013 DA - 2013// TI - The IBM speech activity detection system for the DARPA RATS program BT - INTERSPEECH PB - ISCA CY - Lyon, France ID - Saon2013 ER - TY - CHAP AU - Thomas, S. AU - Ganapathy, S. AU - Saon, G. AU - Soltau, H. PY - 2014 DA - 2014// TI - Analyzing convolutional neural networks for speech activity detection in mismatched acoustic conditions BT - Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference On PB - IEEE CY - Florence, Italy UR - https://doi.org/10.1109/ICASSP.2014.6854054 DO - 10.1109/ICASSP.2014.6854054 ID - Thomas2014 ER - TY - JOUR AU - LeCun, Y. AU - Bottou, L. AU - Bengio, Y. AU - Haffner, P. PY - 1998 DA - 1998// TI - Gradient-based learning applied to document recognition JO - Proc. IEEE VL - 86 UR - https://doi.org/10.1109/5.726791 DO - 10.1109/5.726791 ID - LeCun1998 ER - TY - STD TI - Y Miao, Kaldi + PDNN: building DNN-based ASR systems with Kaldi and PDNN. arXiv preprint arXiv:1401.6984 (2014). ID - ref46 ER - TY - CHAP AU - Caruana, R. AU - Baluja, S. AU - Mitchell, T. PY - 1996 DA - 1996// TI - Using the future to “sort out” the present: Rankprop and multitask learning for medical risk evaluation BT - Advances in Neural Information Processing Systems (NIPS) PB - NIPS CY - Denver, CO, USA ID - Caruana1996 ER - TY - CHAP AU - Denil, M. AU - Shakibi, B. AU - Dinh, L. AU - Ranzato, M. A. AU - de Freitas, N. PY - 2013 DA - 2013// TI - Predicting parameters in deep learning BT - Advances in Neural Information Processing Systems (NIPS) PB - NIPS CY - Lake Tahoe, NV, USA ID - Denil2013 ER - TY - CHAP AU - Nobach, H. AU - Tropea, C. AU - Cordier, L. AU - Bonnet, J. P. AU - Delville, J. AU - Lewalle, J. AU - Farge, M. AU - Schneider, K. AU - Adrian, R. ED - Tropea, C. ED - Yarin, A. L. ED - Foss, J. F. PY - 2007 DA - 2007// TI - Review of some fundamentals of data processing BT - Springer Handbook of Experimental Fluid Mechanics PB - Springer CY - Heidelberg UR - https://doi.org/10.1007/978-3-540-30299-5_22 DO - 10.1007/978-3-540-30299-5_22 ID - Nobach2007 ER - TY - CHAP AU - Soltau, H. AU - Saon, G. AU - Sainath, T. N. PY - 2014 DA - 2014// TI - Joint training of convolutional and non-convolutional neural networks BT - Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference On UR - https://doi.org/10.1109/ICASSP.2014.6854669 DO - 10.1109/ICASSP.2014.6854669 ID - Soltau2014 ER -