SLP-L2: End-to-end Speech Recognition II: New Models |
| Session Type: Lecture |
| Time: Tuesday, May 14, 17:30 - 19:30 |
| Location: Auditorium 1 |
| Session Chairs: Jinyu Li, Microsoft and Yanzhang He, Google Inc. |
| SLP-L2.1: A SPELLING CORRECTION MODEL FOR END-TO-END SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jinxi Guo; University of California, Los Angeles |
| Tara N. Sainath; Google, Inc. |
| Ron J. Weiss; Google, Inc. |
| SLP-L2.2: SELF-ATTENTION ALIGNER: A LATENCY-CONTROL END-TO-END MODEL FOR ASR USING SELF-ATTENTION NETWORK AND CHUNK-HOPPING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Linhao Dong; Institute of Automation, Chinese Academy of Sciences |
| Feng Wang; Institute of Automation, Chinese Academy of Sciences |
| Bo Xu; Institute of Automation, Chinese Academy of Sciences |
| SLP-L2.3: LARGE CONTEXT END-TO-END AUTOMATIC SPEECH RECOGNITION VIA EXTENSION OF HIERARCHICAL RECURRENT ENCODER-DECODER MODELS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ryo Masumura; NTT Corporation |
| Tomohiro Tanaka; NTT Corporation |
| Takafumi Moriya; NTT Corporation |
| Yusuke Shinohara; NTT Corporation |
| Takanobu Oba; NTT Corporation |
| Yushi Aono; NTT Corporation |
| SLP-L2.4: TRIGGERED ATTENTION FOR END-TO-END SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Niko Moritz; Mitsubishi Electric Research Laboratories |
| Takaaki Hori; Mitsubishi Electric Research Laboratories |
| Jonathan Le Roux; Mitsubishi Electric Research Laboratories |
| SLP-L2.5: ON USING 2D SEQUENCE-TO-SEQUENCE MODELS FOR SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Parnia Bahar; RWTH Aachen University |
| Albert Zeyer; RWTH Aachen University |
| Ralf Schlüter; RWTH Aachen University |
| Hermann Ney; RWTH Aachen University |
| SLP-L2.6: CRF-BASED SINGLE-STAGE ACOUSTIC MODELING WITH CTC TOPOLOGY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hongyu Xiang; Tsinghua University |
| Zhijian Ou; Tsinghua University |