SLP-P11: ASR Training Strategies and Toolkits |
| Session Type: Poster |
| Time: Thursday, May 16, 08:00 - 10:00 |
| Location: Poster Area A, Ground Floor |
| Session Chair: Erik McDermott, Google, Inc. |
| SLP-P11.1: TEACH AN ALL-ROUNDER WITH EXPERTS IN DIFFERENT DOMAINS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhao You; Tencent |
| Dan Su; Tencent |
| Dong Yu; Tencent |
| SLP-P11.2: A COMPARISON OF LATTICE-FREE DISCRIMINATIVE TRAINING CRITERIA FOR PURELY SEQUENCE-TRAINED NEURAL NETWORK ACOUSTIC MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Chao Weng; Tencent |
| Dong Yu; Tencent |
| SLP-P11.3: SEGMENT-LEVEL TRAINING OF ANNS BASED ON ACOUSTIC CONFIDENCE MEASURES FOR HYBRID HMM/ANN SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| S. Pavankumar Dubagunta; Idiap Research Institute |
| Mathew Magimai.-Doss; Idiap Research Institute |
| SLP-P11.4: CONTEXTUAL SPEECH RECOGNITION WITH DIFFICULT NEGATIVE TRAINING EXAMPLES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Uri Alon; Technion |
| Golan Pundak; Google, Inc. |
| Tara N. Sainath; Google, Inc. |
| SLP-P11.5: CONDITIONAL TEACHER-STUDENT LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhong Meng; Microsoft Corporation |
| Jinyu Li; Microsoft Corporation |
| Yong Zhao; Microsoft Corporation |
| Yifan Gong; Microsoft Corporation |
| SLP-P11.6: A NEURAL NETWORK BASED RANKING FRAMEWORK TO IMPROVE ASR WITH NLU RELATED KNOWLEDGE DEPLOYED |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhengyu Zhou; Bosch Research and Technology Center North America |
| Xuchen Song; Carnegie Mellon University |
| Rami Botros; Google, Inc. |
| Lin Zhao; Bosch Research and Technology Center North America |
| SLP-P11.7: ENGLISH BROADCAST NEWS SPEECH RECOGNITION BY HUMANS AND MACHINES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Samuel Thomas; IBM Research |
| Masayuki Suzuki; IBM Research |
| Yinghui Huang; IBM Research |
| Gakuto Kurata; IBM Research |
| Zoltan Tuske; IBM Research |
| George Saon; IBM Research |
| Brian Kingsbury; IBM Research |
| Michael Picheny; IBM Research |
| Tom Dibert; Appen |
| Alice Kaiser-Schatzlein; Appen |
| Bern Samko; Appen |
| SLP-P11.8: WAV2LETTER++: A FAST OPEN-SOURCE SPEECH RECOGNITION SYSTEM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Vineel Pratap; Facebook AI Research |
| Awni Hannun; Facebook AI Research |
| Qiantong Xu; Facebook AI Research |
| Jeff Cai; Facebook AI Research |
| Jacob Kahn; Facebook AI Research |
| Gabriel Synnaeve; Facebook AI Research |
| Vitaliy Liptchinsky; Facebook AI Research |
| Ronan Collobert; Facebook AI Research |
| SLP-P11.9: THE PYTORCH-KALDI SPEECH RECOGNITION TOOLKIT |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mirco Ravanelli; Mila, Université de Montréal |
| Titouan Parcollet; Université d'Avignon |
| Yoshua Bengio; Mila, Université de Montréal |
| SLP-P11.10: PYHTK: PYTHON LIBRARY AND ASR PIPELINES FOR HTK |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Chao Zhang; University of Cambridge |
| Florian Kreyssig; University of Cambridge |
| Qiujia Li; University of Cambridge |
| Philip Woodland; University of Cambridge |
| SLP-P11.11: IMPROVING NOISE ROBUSTNESS OF AUTOMATIC SPEECH RECOGNITION VIA PARALLEL DATA AND TEACHER-STUDENT LEARNING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ladislav Mosner; Brno University of Technology |
| Minhua Wu; Amazon |
| Anirudh Raju; Amazon |
| Sree Hari Krishnan Parthasarathi; Amazon |
| Kenichi Kumatani; Amazon |
| Shiva Sundaram; Amazon |
| Roland Maas; Amazon |
| Björn Hoffmeister; Amazon |