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TU2.I: End-to-End Approaches for Spoken Language Understanding

Session Type: Lecture
Time: Tuesday, 5 May, 16:30 - 18:30
Location: On-Demand
Session Chairs: Ryan Price, Interactions, Yao Qian, Educational Testing Service (ETS), Mirco Ravanelli, Mila and Vikrant Singh Tomar, Fluent.ai Inc.
 
   TU2.I.1: MULTITASK LEARNING WITH CAPSULE NETWORKS FOR SPEECH-TO-INTENT APPLICATIONS
         Jakob Poncelet; Katholieke Universiteit Leuven
         Hugo Van hamme; Katholieke Universiteit Leuven
 
   TU2.I.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
 
   TU2.I.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.
 
   TU2.I.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
 
   TU2.I.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
 
   TU2.I.6: A DATA EFFICIENT END-TO-END SPOKEN LANGUAGE UNDERSTANDING ARCHITECTURE
         Marco Dinarelli; LIG
         Nikita Kapoor; LIG
         Bassam Jabaian; LIA
         Laurent Besacier; LIG