Speaker Identification using SVM During Oriya Speech Recognition - Couverture souple

Swain, Basanta Kumar; Mohanty, Sanghamitra

 
9786208118938: Speaker Identification using SVM During Oriya Speech Recognition
Couverture souple
ISBN 10 : 620811893X ISBN 13 : 9786208118938
Editeur : LAP Lambert Academic Publishing, 2024

Synopsis

A lot of contributions were dedicated by Speech processing scientists and researchers throughout the globe for English and non-English spoken languages. But very scanty research in Oriya spoken language is done so far. This research work is completely a novel contribution towards the Oriya language which is one of the recognized Indian official languages. Multiple aspects are taken into account in this thesis. Statistical pattern recognition algorithms are utilized in the development of speaker identification and Oriya speech recognition. Speaker identification task is based on the Support Vector Machine (SVM) algorithm whereas Hidden Markov Model (HMM) algorithm is used in Oriya Speech Recognition engine development. Other effective techniques like Dynamic Time Warping (DTW), ontology based back propagation feed forward neural network (BPFF), k-neighborhood etc. also reviewed and analyzed from the point of view of speaker identification and Oriya speech recognition performance. A speech corpus is the integral unit of any speech processing application. Due to the unavailability of public domain Oriya speech corpus, we have established two different speech corpora in Oriya language.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP Lambert Academic Publishing
Date d'édition
2024
Langue
anglais
ISBN 10 
620811893X
ISBN 13 
9786208118938
Reliure
Broché
Nombre de pages
144
Coordonnées du fabricant
non disponible
Personne responsable
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