SPEECH EMOTION RECOGNITION USING MACHINE LEARNING
Abstract & Details
Research Area
Computer Science Engineering
Keywords
speech emotion recognition
deep learning
machine learning
deep neural network
multi-layer perceptron
MFCC.
Abstract
Emotion is a complex state of human being that depicts the physical, physiological or mental condition of a person. According to the human sciences, emotion is a mental process of neural mechanisms and disorders. Digital processing of speech signal is very important for high-speed and precise automatic voice recognition technology. Nowadays it is being used for health care, telephony military and people with disabilities therefore the digital signal processes such as Feature Extraction and Feature Matching are the latest issues for study of voice signal.
License
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Author Information
| # | Name | Institute / Affiliation |
|---|---|---|
| 1 | Arjun Gireesh | Hindusthan College of Engineering And Technology |
| 2 | Farhan Naseer Ahmed | Hindusthan College of Engineering And Technology |
| 3 | Rashad KP | Hindusthan College of Engineering And Technology |
| 4 | Jithin Ralf Justin | Hindusthan College of Engineering And Technology |
| 5 | Amuthavalli M | Hindusthan College of Engineering And Technology |
How to Cite
Use the following formats to cite this article in your research.
APA Style
Gireesh, Arjun, Ahmed, Farhan Naseer, KP, Rashad, Justin, Jithin Ralf, & M, Amuthavalli (2024). SPEECH EMOTION RECOGNITION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education, 10(3), 2372-2377.
MLA Style
Gireesh, Arjun, et al. "SPEECH EMOTION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, 2024, pp. 2372-2377.
IEEE Style
Arjun Gireesh, Farhan Naseer Ahmed, Rashad KP, Jithin Ralf Justin, and Amuthavalli M, "SPEECH EMOTION RECOGNITION USING MACHINE LEARNING," International Journal of Advance Research and Innovative Ideas In Education, vol. 10, no. 3, pp. 2372-2377, 2024.
Vancouver Style
Gireesh Arjun, Ahmed Farhan Naseer, KP Rashad, Justin Jithin Ralf, M Amuthavalli. SPEECH EMOTION RECOGNITION USING MACHINE LEARNING. International Journal of Advance Research and Innovative Ideas In Education. 2024;10(3):2372-2377.
Harvard Style
Gireesh, Arjun, Ahmed, Farhan Naseer, KP, Rashad, Justin, Jithin Ralf, & M, Amuthavalli (2024) 'SPEECH EMOTION RECOGNITION USING MACHINE LEARNING', International Journal of Advance Research and Innovative Ideas In Education, 10(3), pp. 2372-2377.
Chicago Style
Gireesh, Arjun, et al. "SPEECH EMOTION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2372-2377.
Turabian Style
Gireesh, Arjun, et al. "SPEECH EMOTION RECOGNITION USING MACHINE LEARNING." International Journal of Advance Research and Innovative Ideas In Education 10, no. 3 (2024): 2372-2377.
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