Abstract is missing.
- PreliminariesShinji Watanabe, Marc Delcroix, Florian Metze, John R. Hershey. 3-17 [doi]
- Multichannel Speech Enhancement Approaches to DNN-Based Far-Field Speech RecognitionMarc Delcroix, Takuya Yoshioka, Nobutaka Ito, Atsunori Ogawa, Keisuke Kinoshita, Masakiyo Fujimoto, Takuya Higuchi, Shoko Araki, Tomohiro Nakatani. 21-49 [doi]
- Multichannel Spatial Clustering Using Model-Based Source SeparationMichael I. Mandel, Jon P. Barker. 51-77 [doi]
- Discriminative Beamforming with Phase-Aware Neural Networks for Speech Enhancement and RecognitionXiong Xiao, Shinji Watanabe, Hakan Erdogan, Michael Mandel, Liang Lu, John R. Hershey, Michael L. Seltzer, Guoguo Chen, Yu Zhang, Dong Yu. 79-104 [doi]
- Raw Multichannel Processing Using Deep Neural NetworksTara N. Sainath, Ron J. Weiss, Kevin W. Wilson, Arun Narayanan, Michiel Bacchiani, Bo Li, Ehsan Variani, Izhak Shafran, Andrew W. Senior, Kean Chin, Ananya Misra, Chanwoo Kim. 105-133 [doi]
- Novel Deep Architectures in Speech ProcessingJohn R. Hershey, Jonathan Le Roux, Shinji Watanabe, Scott Wisdom, Zhuo Chen, Yusuf Isik. 135-164 [doi]
- Deep Recurrent Networks for Separation and Recognition of Single-Channel Speech in Nonstationary Background AudioHakan Erdogan, John R. Hershey, Shinji Watanabe, Jonathan Le Roux. 165-186 [doi]
- Robust Features in Deep-Learning-Based Speech RecognitionVikramjit Mitra, Horacio Franco, Richard M. Stern, Julien van Hout, Luciana Ferrer, Martin Graciarena, Wen Wang 0001, Dimitra Vergyri, Abeer Alwan, John H. L. Hansen. 187-217 [doi]
- Adaptation of Deep Neural Network Acoustic Models for Robust Automatic Speech RecognitionKhe Chai Sim, Yanmin Qian, Gautam Mantena, Lahiru Samarakoon, Souvik Kundu, Tian Tan. 219-243 [doi]
- Training Data Augmentation and Data SelectionMartin Karafiát, Karel Veselý, Katerina Zmolíková, Marc Delcroix, Shinji Watanabe, Lukás Burget, Jan Honza Cernocký, Igor Szöke. 245-260 [doi]
- Advanced Recurrent Neural Networks for Automatic Speech RecognitionYu Zhang, Dong Yu, Guoguo Chen. 261-279 [doi]
- Sequence-Discriminative Training of Neural NetworksGuoguo Chen, Yu Zhang, Dong Yu. 281-297 [doi]
- End-to-End Architectures for Speech RecognitionYajie Miao, Florian Metze. 299-323 [doi]
- The CHiME Challenges: Robust Speech Recognition in Everyday EnvironmentsJon P. Barker, Ricard Marxer, Emmanuel Vincent, Shinji Watanabe. 327-344 [doi]
- The REVERB Challenge: A Benchmark Task for Reverberation-Robust ASR TechniquesKeisuke Kinoshita, Marc Delcroix, Sharon Gannot, Emanuel A. P. Habets, Reinhold Haeb-Umbach, Walter Kellermann, Volker Leutnant, Roland Maas, Tomohiro Nakatani, Bhiksha Raj, Armin Sehr, Takuya Yoshioka. 345-354 [doi]
- Distant Speech Recognition Experiments Using the AMI CorpusSteve Renals, Pawel Swietojanski. 355-368 [doi]
- Toolkits for Robust Speech ProcessingShinji Watanabe, Takaaki Hori, Yajie Miao, Marc Delcroix, Florian Metze, John R. Hershey. 369-382 [doi]
- Speech Research at Google to Enable Universal Speech InterfacesMichiel Bacchiani, Françoise Beaufays, Alexander Gruenstein, Pedro J. Moreno, Johan Schalkwyk, Trevor Strohman, Heiga Zen. 385-399 [doi]
- Challenges in and Solutions to Deep Learning Network Acoustic Modeling in Speech Recognition Products at MicrosoftYifan Gong, Yan Huang, Kshitiz Kumar, Jinyu Li, Chaojun Liu, Guoli Ye, Shi-Xiong Zhang, Yong Zhao, Rui Zhao. 401-417 [doi]
- Advanced ASR Technologies for Mitsubishi Electric Speech ApplicationsYuuki Tachioka, Toshiyuki Hanazawa, Tomohiro Narita, Jun Ishii. 419-429 [doi]