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Détail de l'auteur
Auteur Saswati DEBNATH |
Documents disponibles écrits par cet auteur (2)
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Audio-Visual Automatic Speech Recognition Towards Education for Disabilities / Saswati DEBNATH in Journal of Autism and Developmental Disorders, 53-9 (September 2023)
[article]
Titre : Audio-Visual Automatic Speech Recognition Towards Education for Disabilities Type de document : Texte imprimé et/ou numérique Auteurs : Saswati DEBNATH, Auteur ; Pinki ROY, Auteur ; Suyel NAMASUDRA, Auteur ; Ruben Gonzalez CRESPO, Auteur Article en page(s) : p.3581-3594 Langues : Anglais (eng) Index. décimale : PER Périodiques Résumé : Education is a fundamental right that enriches everyone?s life. However, physically challenged people often debar from the general and advanced education system. Audio-Visual Automatic Speech Recognition (AV-ASR) based system is useful to improve the education of physically challenged people by providing hands-free computing. They can communicate to the learning system through AV-ASR. However, it is challenging to trace the lip correctly for visual modality. Thus, this paper addresses the appearance-based visual feature along with the co-occurrence statistical measure for visual speech recognition. Local Binary Pattern-Three Orthogonal Planes (LBP-TOP) and Grey-Level Co-occurrence Matrix (GLCM) is proposed for visual speech information. The experimental results show that the proposed system achieves 76.60 % accuracy for visual speech and 96.00 % accuracy for audio speech recognition. En ligne : https://doi.org/10.1007/s10803-022-05654-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=511
in Journal of Autism and Developmental Disorders > 53-9 (September 2023) . - p.3581-3594[article] Audio-Visual Automatic Speech Recognition Towards Education for Disabilities [Texte imprimé et/ou numérique] / Saswati DEBNATH, Auteur ; Pinki ROY, Auteur ; Suyel NAMASUDRA, Auteur ; Ruben Gonzalez CRESPO, Auteur . - p.3581-3594.
Langues : Anglais (eng)
in Journal of Autism and Developmental Disorders > 53-9 (September 2023) . - p.3581-3594
Index. décimale : PER Périodiques Résumé : Education is a fundamental right that enriches everyone?s life. However, physically challenged people often debar from the general and advanced education system. Audio-Visual Automatic Speech Recognition (AV-ASR) based system is useful to improve the education of physically challenged people by providing hands-free computing. They can communicate to the learning system through AV-ASR. However, it is challenging to trace the lip correctly for visual modality. Thus, this paper addresses the appearance-based visual feature along with the co-occurrence statistical measure for visual speech recognition. Local Binary Pattern-Three Orthogonal Planes (LBP-TOP) and Grey-Level Co-occurrence Matrix (GLCM) is proposed for visual speech information. The experimental results show that the proposed system achieves 76.60 % accuracy for visual speech and 96.00 % accuracy for audio speech recognition. En ligne : https://doi.org/10.1007/s10803-022-05654-4 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=511 Retraction Note: Audio-Visual Automatic Speech Recognition Towards Education for Disabilities / Saswati DEBNATH in Journal of Autism and Developmental Disorders, 54-4 (April 2024)
[article]
Titre : Retraction Note: Audio-Visual Automatic Speech Recognition Towards Education for Disabilities Type de document : Texte imprimé et/ou numérique Auteurs : Saswati DEBNATH, Auteur ; Pinki ROY, Auteur ; Suyel NAMASUDRA, Auteur ; Ruben Gonzalez CRESPO, Auteur Article en page(s) : p.1627-1627 Langues : Anglais (eng) Index. décimale : PER Périodiques En ligne : https://doi.org/10.1007/s10803-024-06278-6 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=526
in Journal of Autism and Developmental Disorders > 54-4 (April 2024) . - p.1627-1627[article] Retraction Note: Audio-Visual Automatic Speech Recognition Towards Education for Disabilities [Texte imprimé et/ou numérique] / Saswati DEBNATH, Auteur ; Pinki ROY, Auteur ; Suyel NAMASUDRA, Auteur ; Ruben Gonzalez CRESPO, Auteur . - p.1627-1627.
Langues : Anglais (eng)
in Journal of Autism and Developmental Disorders > 54-4 (April 2024) . - p.1627-1627
Index. décimale : PER Périodiques En ligne : https://doi.org/10.1007/s10803-024-06278-6 Permalink : https://www.cra-rhone-alpes.org/cid/opac_css/index.php?lvl=notice_display&id=526