Simulating ASR errors for training SLU systems

no code implementations • LREC 2018 • Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Est{\`e}ve

Automatic Speech Recognition (ASR) Data Augmentation +3

ASR error management for improving spoken language understanding

no code implementations • 26 May 2017 • Edwin Simonnet, Sahar Ghannay, Nathalie Camelin, Yannick Estève, Renato de Mori

This paper addresses the problem of automatic speech recognition (ASR) error detection and their use for improving spoken language understanding (SLU) systems.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +4

Des R\'eseaux de Neurones avec M\'ecanisme d'Attention pour la Compr\'ehension de la Parole (Exploring the use of Attention-Based Recurrent Neural Networks For Spoken Language Understanding )

no code implementations • JEPTALNRECITAL 2016 • Edwin Simonnet, Paul Del{\'e}glise, Nathalie Camelin, Yannick Est{\`e}ve

L{'}{\'e}tude porte sur l{'}apport d{'}un r{\'e}seau de neurones r{\'e}current (Recurrent Neural Network RNN) bidirectionnel encodeur/d{\'e}codeur avec m{\'e}canisme d{'}attention pour une t{\^a}che de compr{\'e}hension de la parole.

Spoken Language Understanding