UGC Approved Journal no 63975(19)

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

Volume 8 Issue 4
April-2021
eISSN: 2349-5162

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

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Published Paper ID:
JETIR2104162


Registration ID:
307725

Page Number

494-500

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Title

Privacy Enabling Emotion Estimation using ML

Abstract

Discourse is that the most typical and advantageous that} by which people convey, and understanding discourse is maybe the foremost unpredictable cycles that human neural structure performs. Discourse feeling Recognition (SER) expects to understand human feeling from discourse. Typically this can be often on the approach that voice often reflects elementary feelings through tone and pitch. . Inside the present examination, the adequacy of graded Convolutional Neural Network (CNN) in acknowledgment of discourse feelings has been researched. photos of the discourse signals area unit utilized as a result of the knowledge highlights of the organizations. Mel-Frequency Cepstral Coefficients (MFCC) is used to induce obviate highlights from sound. Ravdess, Savee and Tess discourse datasets area unit utilised to prepare and assess our models. Visible of the assessment, the emotions (cheerful, miserable, irate, impartial, astonished, disturb) of the discourse area unit progressing to be known while not speaker character.

Key Words

Speech-emotion, Energy, Pitch, Librosa, Sklearn, H- CNN, Spectrogram, MFCC

Cite This Article

"Privacy Enabling Emotion Estimation using ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.8, Issue 4, page no.494-500, April-2021, Available :http://www.jetir.org/papers/JETIR2104162.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

"Privacy Enabling Emotion Estimation using ML", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.8, Issue 4, page no. pp494-500, April-2021, Available at : http://www.jetir.org/papers/JETIR2104162.pdf

Publication Details

Published Paper ID: JETIR2104162
Registration ID: 307725
Published In: Volume 8 | Issue 4 | Year April-2021
DOI (Digital Object Identifier):
Page No: 494-500
Country: Rajkot, Gujarat, India .
Area: Science & Technology
ISSN Number: 2349-5162
Publisher: IJ Publication


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