SS-L4: End-to-End Approaches for Spoken Language Understanding |
| Session Type: Lecture |
| Time: Tuesday, 5 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Ryan Price, Interactions, Yao Qian, Educational Testing Service (ETS), Mirco Ravanelli, Mila and Vikrant Singh Tomar, Fluent.ai Inc. |
| SS-L4.1: MULTITASK LEARNING WITH CAPSULE NETWORKS FOR SPEECH-TO-INTENT APPLICATIONS |
| Jakob Poncelet; Katholieke Universiteit Leuven |
| Hugo Van hamme; Katholieke Universiteit Leuven |
| SS-L4.2: USING SPEECH SYNTHESIS TO TRAIN END-TO-END SPOKEN LANGUAGE UNDERSTANDING MODELS |
| Loren Lugosch; McGill University / Mila |
| Brett H. Meyer; McGill University |
| Derek Nowrouzezahrai; McGill University / Mila |
| Mirco Ravanelli; Université de Montréal / Mila |
| SS-L4.3: IMPROVED END-TO-END SPOKEN UTTERANCE CLASSIFICATION WITH A SELF-ATTENTION ACOUSTIC CLASSIFIER |
| Ryan Price; Interactions, LLC. |
| Mahnoosh Mehrabani; Interactions, LLC. |
| Srinivas Bangalore; Interactions, LLC. |
| SS-L4.4: DIALOGUE HISTORY INTEGRATION INTO END-TO-END SIGNAL-TO-CONCEPT SPOKEN LANGUAGE UNDERSTANDING SYSTEMS |
| Natalia Tomashenko; University of Avignon |
| Christian Raymond; Rennes/IRISA |
| Antoine Caubrière; Le Mans Université |
| Renato De Mori; McGill University |
| Yannick Estève; Avignon Université |
| SS-L4.5: ERROR ANALYSIS APPLIED TO END-TO-END SPOKEN LANGUAGE UNDERSTANDING |
| Antoine Caubrière; Le Mans Université |
| Sahar Ghannay; LIMSI, CNRS, Univ. Paris-Sud, Univ. Paris-Saclay |
| Natalia Tomashenko; Avignon Université |
| Renato De Mori; Avignon Université |
| Antoine Laurent; Le Mans Université |
| Emmanuel Morin; Nantes Université |
| Yannick Estève; Avignon Université |
| SS-L4.6: A DATA EFFICIENT END-TO-END SPOKEN LANGUAGE UNDERSTANDING ARCHITECTURE |
| Marco Dinarelli; LIG |
| Nikita Kapoor; LIG |
| Bassam Jabaian; LIA |
| Laurent Besacier; LIG |