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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 7 | Month- July 2024
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Paper Title
AN AUTOMATED EMOTION RECOGNITION FROM ARABIC SPEECH USING MACHINE LEARNING TECHNIQUE
Authors
Wegdan Gima Salim Al Fadahli, Reham Khalifa Sulaiman Al Hinai, Sherimon P.C., Vinu Sherimon, Remya Revi
Keywords
Intelligent system, Speech recognition, Arabic speech, customer service, machine learning
Abstract
An intelligence system is developed to recognize emotions of customers from Arabic speech with help of supervised machine learning method. The proposed system uses Cubic-Support Vector Machine classifier to recognize three emotions such as Happy, Angry, and Surprised from an Arabic speech. Publicly available benchmarked Arabic Natural Audio Dataset is employed for the experimental analysis. The classification model performed well with a good value of precision, recall and F1-score.
IJCRT's Publication Details
Unique Identification Number - IJCRT2210048
Paper ID - 225936
Page Number(s) - a435-a438
Pubished in - Volume 10 | Issue 10 | October 2022
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Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Wegdan Gima Salim Al Fadahli, Reham Khalifa Sulaiman Al Hinai, Sherimon P.C., Vinu Sherimon, Remya Revi, "AN AUTOMATED EMOTION RECOGNITION FROM ARABIC SPEECH USING MACHINE LEARNING TECHNIQUE", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.10, Issue 10, pp.a435-a438, October 2022, Available at :http://www.ijcrt.org/papers/IJCRT2210048.pdf
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Volume 12 | Issue 7
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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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