UGC Approved Journal no 63975(19)

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Published in:

Volume 6 Issue 6
June-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIR1907M67


Registration ID:
223408

Page Number

521-526

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Title

Emotion in Speech through Assamese Language Using GMM Classifier

Abstract

Abstract : The Emotion recognition is the process of analysis the acoustic difference that occurs on uttering the text similar to the information being conveyed by the speaker under different emotional situations. We experiment on different evaluation approach to speech recognition in multilingual, in which the phone sets, area entirely distinct. The model has parameters not tied to specific states but that are shared across languages. The text-to-speech synthesis systems require an accurate prosody labels to generate natural-sounding speech. This paper presents a method based on Gaussian mixture model (GMM) classifier and Mel-frequency Cepstral Coefficients (MFCC) as features for emotion recognition from Assamese speeches. The experiments are done for the cases of (i) text-independent but speaker-dependent and (ii) text- independent and speaker-independent.

Key Words

Keywords:Emotion, GMM, Assamese language

Cite This Article

"Emotion in Speech through Assamese Language Using GMM Classifier", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 6, page no.521-526, June 2019, Available :http://www.jetir.org/papers/JETIR1907M67.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Emotion in Speech through Assamese Language Using GMM Classifier", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 6, page no. pp521-526, June 2019, Available at : http://www.jetir.org/papers/JETIR1907M67.pdf

Publication Details

Published Paper ID: JETIR1907M67
Registration ID: 223408
Published In: Volume 6 | Issue 6 | Year June-2019
DOI (Digital Object Identifier):
Page No: 521-526
Country: guwahati, Assam, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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