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INTERNATIONAL JOURNAL OF CREATIVE RESEARCH THOUGHTS - IJCRT (IJCRT.ORG)
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ISSN Approved Journal No: 2320-2882 | Impact factor: 7.97 | ESTD Year: 2013
Call For Paper - Volume 12 | Issue 6 | Month- June 2024
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Paper Title
EMOTION RECOGNITION BASED ON SPEECH USING MACHINE LEARNING
Authors
Nayana Sonawane, Ashwini Uttam Gund, Pooja Navnath Gawate, Akshata Dipak Salunke, Sumeet Popat Kakade
Keywords
Speech conversion, human emotion, feature extraction, machine learning
Abstract
In human communication, feelings play an important role. The ability to decipher human emotions by breaking down voice is appealing in a variety of contexts. Feelings recognition can be found in a variety of places, such as the connection between PCs and people and call centres. Feeling recognition had previously relied on simple classifiers on bag-of-words models. Nonetheless, the current work on voice feeling recognition was done with the use of deep learning algorithms on static voice data. The proposed technique focuses on improving the overall precision of feeling acknowledgment during calls including artificial intelligence. The overall goal is to accurately perceive the various emotions that a single utterance conveys semantically.
IJCRT's Publication Details
Unique Identification Number - IJCRT2106240
Paper ID - 208558
Page Number(s) - b868-b874
Pubished in - Volume 9 | Issue 6 | June 2021
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Nayana Sonawane, Ashwini Uttam Gund, Pooja Navnath Gawate, Akshata Dipak Salunke, Sumeet Popat Kakade, "EMOTION RECOGNITION BASED ON SPEECH USING MACHINE LEARNING", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.9, Issue 6, pp.b868-b874, June 2021, Available at :http://www.ijcrt.org/papers/IJCRT2106240.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
ISSN and 7.97 Impact Factor Details
ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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