InforLorV4, Main, Merge, bibRecord, 007575

Towards Missing Data Recognition with Cepstral Features

Identifieur interne : 007575 ( Main/Merge ); précédent : 007574; suivant : 007576

Towards Missing Data Recognition with Cepstral Features

Auteurs : Christophe Cerisara [France]

Source :

RBID : Hal:inria-00107648

Descripteurs français

mix :
- automatic speech recognition, noise robustness, reconnaissance automatique de la parole, robustesse au bruit.

Abstract

We study in this work the Missing Data Recognition (MDR) framework applied to a large vocabulary continuous speech recognition (LVCSR) task with cepstral models when the speech signal is corrupted by musical noise. We do not propose a full system that solves this difficult problem, but we rather present some of the issues involved and study some possible solutions to them. We focus in this work on the issues concerning the application of masks to cepstral models. We further identify possible errors and study how some of them affect the performances of the system.

Url:

https://hal.inria.fr/inria-00107648

Links toward previous steps (curation, corpus...)

to stream Hal, to step Corpus: 004E24
to stream Hal, to step Curation: 004E24
to stream Hal, to step Checkpoint: 005033

Links to Exploration step

Hal:inria-00107648

Le document en format XML

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<front><div type="abstract" xml:lang="en">We study in this work the Missing Data Recognition (MDR) framework applied to a large vocabulary continuous speech recognition (LVCSR) task with cepstral models when the speech signal is corrupted by musical noise. We do not propose a full system that solves this difficult problem, but we rather present some of the issues involved and study some possible solutions to them. We focus in this work on the issues concerning the application of masks to cepstral models. We further identify possible errors and study how some of them affect the performances of the system.</div>
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{{Explor lien
   |wiki=    Wicri/Lorraine
   |area=    InforLorV4
   |flux=    Main
   |étape=   Merge
   |type=    RBID
   |clé=     Hal:inria-00107648
   |texte=   Towards Missing Data Recognition with Cepstral Features
}}

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Towards Missing Data Recognition with Cepstral Features

Towards Missing Data Recognition with Cepstral Features

Source :

Descripteurs français

Abstract

Links toward previous steps (curation, corpus...)

Links to Exploration step

Le document en format XML

Pour manipuler ce document sous Unix (Dilib)

Pour mettre un lien sur cette page dans le réseau Wicri