Search Results for author: Georges Linar{\`e}s

Found 12 papers, 1 papers with code

Auto-encodeurs pour la compr\'ehension de documents parl\'es (Auto-encoders for Spoken Document Understanding)

no code implementations JEPTALNRECITAL 2016 Killian Janod, Mohamed Morchid, Richard Dufour, Georges Linar{\`e}s, Renato de Mori

Les repr{\'e}sentations de documents au moyen d{'}approches {\`a} base de r{\'e}seaux de neurones ont montr{\'e} des am{\'e}liorations significatives dans de nombreuses t{\^a}ches du traitement du langage naturel.

Un Corpus de Flux TV Annot\'es pour la Pr\'ediction de Genres (A Genre Annotated Corpus of French Multi-channel TV Streams for Genre Prediction)

no code implementations JEPTALNRECITAL 2016 Mohamed Bouaziz, Mohamed Morchid, Richard Dufour, Georges Linar{\`e}s, Prosper Correa

Cet article pr{\'e}sente une m{\'e}thode de pr{\'e}diction de genres d{'}{\'e}missions t{\'e}l{\'e}vis{\'e}es couvrant 2 jours de diffusion de 4 cha{\^\i}nes TV fran{\c{c}}aises structur{\'e}s en {\'e}missions annot{\'e}es en genres.

Initialisation de R\'eseaux de Neurones \`a l'aide d'un Espace Th\'ematique

no code implementations JEPTALNRECITAL 2015 Mohamed Morchid, Richard Dufour, Georges Linar{\`e}s

La m{\'e}thode propos{\'e}e consiste {\`a} configurer la topologie d{'}un ANN ainsi que d{'}initialiser les connexions de celui-ci {\`a} l{'}aide des espaces th{\'e}matiques appris pr{\'e}c{\'e}demment.

A LDA-Based Topic Classification Approach From Highly Imperfect Automatic Transcriptions

no code implementations LREC 2014 Mohamed Morchid, Richard Dufour, Georges Linar{\`e}s

Although the current transcription systems could achieve high recognition performance, they still have a lot of difficulties to transcribe speech in very noisy environments.

General Classification Information Retrieval +2

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