UGC Approved Journal no 63975(19)

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 11 Issue 3
March-2024
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2403A99


Registration ID:
534089

Page Number

k749-k760

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Title

Emotion Detection Based on Speech using Machine Learning

Abstract

Developers use human-system interactions frequently these days. Speech is a common technology that is used for interacting with people. It offers a channel to convey one's thoughts or emotional condition to others. However, a very important task in interactions between people and technology is their failure to recognize emotions in speech. Speech Emotion Recognition (SER) analyses the speaker's emotions through their speech module. Any machine with a small amount of processing capacity when necessary, can identify common feelings including joy, sorrow, rage, fear, disbelief, and neutrality. The system develops a special challenge to take input from users and presents the emotional state using dataset like RAVDESS, TESS, and Emotional-DB for training as well as testing the efficiency of the device.

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"Emotion Detection Based on Speech using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.11, Issue 3, page no.k749-k760, March-2024, Available :http://www.jetir.org/papers/JETIR2403A99.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

"Emotion Detection Based on Speech using Machine Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.11, Issue 3, page no. ppk749-k760, March-2024, Available at : http://www.jetir.org/papers/JETIR2403A99.pdf

Publication Details

Published Paper ID: JETIR2403A99
Registration ID: 534089
Published In: Volume 11 | Issue 3 | Year March-2024
DOI (Digital Object Identifier):
Page No: k749-k760
Country: Koyyalagudem, Andhra Pradesh, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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