MLSP-L3: Audio, Speech, and Natural Language Processing |
| Session Type: Lecture |
| Time: Wednesday, May 15, 08:30 - 10:30 |
| Location: Auditorium 2 |
| Session Chair: Zheng-Hua Tan, Aalborg University |
| MLSP-L3.1: HMM-BASED APPROACHES TO MODEL MULTICHANNEL INFORMATION IN SIGN LANGUAGE INSPIRED FROM ARTICULATORY FEATURES-BASED SPEECH PROCESSING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sandrine Tornay; Idiap Research Institute |
| Marzieh Razavi; Telepathy Labs GmbH |
| Necati Cihan Camgoz; University of Surrey |
| Richard Bowden; University of Surrey |
| Mathew Magimai.-Doss; Idiap Research Institute |
| MLSP-L3.2: SPEECH EMOTION RECOGNITION USING MULTI-HOP ATTENTION MECHANISM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Seunghyun Yoon; Seoul National University |
| Seokhyun Byun; Seoul National University |
| Subhadeep Dey; Idiap Research Institute |
| Kyomin Jung; Seoul National University |
| MLSP-L3.3: HOW TRANSFERABLE ARE FEATURES IN CONVOLUTIONAL NEURAL NETWORK ACOUSTIC MODELS ACROSS LANGUAGES? |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jessica Thompson; Université de Montréal |
| Marc Schönwiesner; University of Leipzig |
| Yoshua Bengio; Quebec Institute for Learning Algorithms (Mila) |
| Daniel Willett; Nuance Communications |
| MLSP-L3.4: GRADIENT-BASED ACTIVE LEARNING QUERY STRATEGY FOR END-TO-END SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yang Yuan; Yonsei University |
| Soo-Whan Chung; Yonsei University |
| Hong-Goo Kang; Yonsei University |
| MLSP-L3.5: SEMI-SUPERVISED TRAINING FOR END-TO-END MODELS VIA WEAK DISTILLATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Bo Li; Google, Inc. |
| Tara N. Sainath; Google, Inc. |
| Ruoming Pang; Google, Inc. |
| Zelin Wu; Google, Inc. |
| MLSP-L3.6: STOCHASTIC ADAPTIVE NEURAL ARCHITECTURE SEARCH FOR KEYWORD SPOTTING |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Tom Véniat; Sorbonne Université |
| Olivier Schwander; Sorbonne Université |
| Ludovic Denoyer; Facebook |