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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 5 | Month- May 2024
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Paper Title
EMOTION RECOGNITION BY ANALYSING HUMAN VOICE
Authors
Venkatesh P, Mohan Kumar K, Ranjith kumar R, Sankar V
Keywords
Emotion recognition
Abstract
Emotion recognition is that a part of speech recognition which is gaining more popularity and wish for it increases enormously. Although there are methods to know emotion using machine learning techniques, this project attempts to use deep learning and image classification method to acknowledge emotion and classify the emotion consistent with the speech signals. Our proposed model outperforms previous state-of-the-art methods in assigning data to at least one of 4 emotion categories (i.e., angry, happy, sad and neutral) when the model is applied to the RAVDESS dataset, as re?ected by accuracies starting from 68.8% to 71.8%. Various datasets are investigated and explored for training emotion recognition model are explained during this paper.
IJCRT's Publication Details
Unique Identification Number - IJCRT2003279
Paper ID - 192639
Page Number(s) - 1987-1990
Pubished in - Volume 8 | Issue 3 | March 2020
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Venkatesh P, Mohan Kumar K, Ranjith kumar R, Sankar V, "EMOTION RECOGNITION BY ANALYSING HUMAN VOICE", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.8, Issue 3, pp.1987-1990, March 2020, Available at :http://www.ijcrt.org/papers/IJCRT2003279.pdf
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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ISSN: 2320-2882 Impact Factor: 7.97 and ISSN APPROVED Journal Starting Year (ESTD) : 2013
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