End-to-End Spoken Language Understanding: Performance analyses of a voice command task in a low resource setting

no code implementations • 17 Jul 2022 • Thierry Desot, François Portet, Michel Vacher

In this paper, we present a study identifying the signal features and other linguistic properties used by an E2E model to perform the SLU task.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Corpus Generation for Voice Command in Smart Home and the Effect of Speech Synthesis on End-to-End SLU

no code implementations • LREC 2020 • Thierry Desot, Fran{\c{c}}ois Portet, Michel Vacher

We present the automatic generation process of a synthetic semantically-annotated corpus of French commands for smart-home to train pipeline and End-to-End (E2E) SLU models.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +5

Arcades: A deep model for adaptive decision making in voice controlled smart-home

no code implementations • 5 Jul 2018 • Alexis Brenon, François Portet, Michel Vacher

In a voice-controlled smart-home, a controller must respond not only to user's requests but also according to the interaction context.

Decision Making reinforcement-learning +1

Acquisition et reconnaissance automatique d'expressions et d'appels vocaux dans un habitat. (Acquisition and recognition of expressions and vocal calls in a smart home)

no code implementations • JEPTALNRECITAL 2016 • Michel Vacher, Benjamin Lecouteux, Fr{\'e}d{\'e}ric Aman, Fran{\c{c}}ois Portet, Solange Rossato

Pour garantir l{'}intimit{\'e}, le syst{\`e}me s{'}ex{\'e}cute localement et ne reconna{\^\i}t que des phrases pr{\'e}d{\'e}finies.

The CIRDO Corpus: Comprehensive Audio/Video Database of Domestic Falls of Elderly People

no code implementations • LREC 2016 • Michel Vacher, Sa{\"\i}da Bouakaz, Marc-Eric Bobillier Chaumon, Fr{\'e}d{\'e}ric Aman, R. A. Khan, Slima Bekkadja, Fran{\c{c}}ois Portet, Erwan Guillou, Solange Rossato, Benjamin Lecouteux

In particular, regarding elderly living alone at home, the detection of distress situation after a fall is very important to reassure this kind of population.

CirdoX: an on/off-line multisource speech and sound analysis software

no code implementations • LREC 2016 • Fr{\'e}d{\'e}ric Aman, Michel Vacher, Fran{\c{c}}ois Portet, William Duclot, Benjamin Lecouteux

C IRDO X, which is a modular software, is able to analyse online the audio environment in a home, to extract the uttered sentences and then to process them thanks to an ASR module.

General Classification

Recognition of Distress Calls in Distant Speech Setting: a Preliminary Experiment in a Smart Home

no code implementations • WS 2015 • Michel Vacher, Benjamin Lecouteux, Fr{\'e}d{\'e}ric Aman, Solange Rossato, Fran{\c{c}}ois Portet

Speech Recognition

The Sweet-Home speech and multimodal corpus for home automation interaction

no code implementations • LREC 2014 • Michel Vacher, Benjamin Lecouteux, Pedro Chahuara, Fran{\c{c}}ois Portet, Brigitte Meillon, Nicolas Bonnefond

Ambient Assisted Living aims at enhancing the quality of life of older and disabled people at home thanks to Smart Homes and Home Automation.

Activity Recognition Distant Speech Recognition +1

Analyzing the Performance of Automatic Speech Recognition for Ageing Voice: Does it Correlate with Dependency Level?

no code implementations • WS 2013 • Fr{\'e}d{\'e}ric Aman, Michel Vacher, Solange Rossato, Fran{\c{c}}ois Portet

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Experimental Evaluation of Speech Recognition Technologies for Voice-based Home Automation Control in a Smart Home

no code implementations • WS 2013 • Michel Vacher, Benjamin Lecouteux, Dan Istrate, Thierry Joubert, Fran{\c{c}}ois Portet, Mohamed Sehili, Pedro Chahuara

Dialogue Management speech-recognition +1

Reconnaissance d'ordres domotiques en conditions bruit\'ees pour l'assistance \`a domicile (Recognition of Voice Commands by Multisource ASR and Noise Cancellation in a Smart Home Environment) [in French]

no code implementations • JEPTALNRECITAL 2012 • Benjamin Lecouteux, Michel Vacher, Fran{\c{c}}ois Portet

Contribution \`a l'\'etude de la variabilit\'e de la voix des personnes \^ag\'ees en reconnaissance automatique de la parole (Contribution to the study of elderly people's voice variability in automatic speech recognition) [in French]

no code implementations • JEPTALNRECITAL 2012 • Fr{\'e}d{\'e}ric Aman, Michel Vacher, Solange Rossato, Fran{\c{c}}ois Portet

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1

Les technologies de la parole et du TALN pour l'assistance \`a domicile des personnes \^ag\'ees : un rapide tour d'horizon (Quick tour of NLP and speech technologies for ambient assisted living) [in French]

no code implementations • JEPTALNRECITAL 2012 • Fran{\c{c}}ois Portet, Michel Vacher, Solange Rossato

Reconnaissance automatique de la parole distante dans un habitat intelligent : m\'ethodes multi-sources en conditions r\'ealistes (Distant Speech Recognition in a Smart Home : Comparison of Several Multisource ASRs in Realistic Conditions) [in French]

no code implementations • JEPTALNRECITAL 2012 • Benjamin Lecouteux, Michel Vacher, Fran{\c{c}}ois Portet

Distant Speech Recognition speech-recognition

Etude de la performance des modèles acoustiques pour des voix de personnes âgées en vue de l'adaptation des systèmes de RAP (Assessment of the acoustic models performance in the ageing voice case for ASR system adaptation) [in French]

no code implementations • JEP-TALN-RECITAL 2012 • Frédéric Aman, Michel Vacher, Solange Rossato, Remus Dugheanu, François Portet, Juline Le Grand, Yuko Sasa

Automatic Speech Recognition Automatic Speech Recognition (ASR) +1