UGC Approved Journal no 63975(19)
New UGC Peer-Reviewed Rules

ISSN: 2349-5162 | ESTD Year : 2014
Volume 12 | Issue 10 | October 2025

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Volume 11 Issue 10
October-2024
eISSN: 2349-5162

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

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Published Paper ID:
JETIRGN06028


Registration ID:
549120

Page Number

243-251

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Title

SPEECH EMOTION RECOGNITION USING DEEP LEARNING

Abstract

Presently, creative professions have been taken over by computers already.So, Artificial Intelligence fields are Machine Learning and Natural Language Processing, Computer Vision and Robotics had ended up part of it. Computers can also predict voice recognition the same way. Numerous files contain a range of audio and video recordings it also has information in big documents or records which might have numerous minutes to listen. We have come to appreciate this field overall and as part of our continued exposure during the paper deep dive series, today with be reviewing current trends in Deep learning for Speech Emotion Recognition. The purpose of this paper is to explore the most recent and significant works in deep learning methodologies for speech emotion recognition, their performance, and discuss what they have addressed till now. We also examine the existing literature, describe various CNNs and RNN models as well as hybrid approaches. Results reveal notable enhancements in emotion prediction with deep learning methods, highlighting the need for powerful feature vectors and model training. It also discussed the future direction as well as challenge in this field.

Key Words

CNN, emotional speech database, DNN,MFCC, Spectrograms.

Cite This Article

"SPEECH EMOTION RECOGNITION USING DEEP LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 10, page no.243-251, October-2024, Available :http://www.jetir.org/papers/JETIRGN06028.pdf

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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

"SPEECH EMOTION RECOGNITION USING DEEP LEARNING", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 10, page no. pp243-251, October-2024, Available at : http://www.jetir.org/papers/JETIRGN06028.pdf

Publication Details

Published Paper ID: JETIRGN06028
Registration ID: 549120
Published In: Volume 11 | Issue 10 | Year October-2024
DOI (Digital Object Identifier):
Page No: 243-251
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162
Publisher: IJ Publication


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