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International Journal for Research Trends and Innovation
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ISSN Approved Journal No: 2456-3315 | Impact factor: 8.14 | ESTD Year: 2016
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Impact Factor : 8.14
Issue per Year : 12
Volume Published : 10
Issue Published : 112
Article Submitted : 17566
Article Published : 7616
Total Authors : 20196
Total Reviewer : 740
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| Paper Title: | Speech Emotion Recognition using MLP Classifier |
| Authors Name: | Mr. Yuvaraj S. , Vipin Kumar Yadav , Saket Kumar , Manikant , Sudhanshu Gupta |
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| Author Reg. ID: |
IJRTI_181771
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| Published Paper Id: | IJRTI2205006 |
| Published In: | Volume 7 Issue 5, May-2022 |
| DOI: | |
| Abstract: | Language is the most important communication medium for human beings and speech is the primary medium of communication. Emotion plays an important role in social interaction. Identifying emotions in speech is very important and challenging because here this paper is dealing with human-machine interactions. Emotions vary: the same person has different feelings from person to person, and everyone expresses them together in different ways. When a person expresses their emotions, everyone has a different energy, and the pitch and tone variations of different elements are grouped. Therefore Speech Emotion Recognition is the future goal of Computer Vision. The goal of our project is to develop a Conventional Neural Network based on the Smart Emotion Recognition Speech. It uses a variety of modules for emotional recognition and classification is used to differentiate emotions such as Happy Sad Angry Surprise. The machine rapidly converts human speech signals and processes its routine and finally, it displays emotion. Data Speech Sample and Features Extracted from the speech sample using the Librosa package. This paper are using the RAVDESS dataset which this paper use as an experimental dataset. This study shows that all classifications for our dataset achieve 87% accuracy. |
| Keywords: | Machine Learning, MLP Classifier, Speech Emotion Recognition |
| Cite Article: | "Speech Emotion Recognition using MLP Classifier", International Journal of Science & Engineering Development Research (www.ijrti.org), ISSN:2455-2631, Vol.7, Issue 5, page no.26 - 29, May-2022, Available :http://www.ijrti.org/papers/IJRTI2205006.pdf |
| Downloads: | 000205015 |
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2456-3315 | IMPACT FACTOR: 8.14 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.14 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator |
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Published Paper ID: IJRTI2205006
Registration ID:181771
Published In: Volume 7 Issue 5, May-2022
DOI (Digital Object Identifier):
Page No: 26 - 29 Country: coimbatore, Tamilnadu, India Research Area: Engineering Publisher : IJ Publication Published Paper URL : https://www.ijrti.org/viewpaperforall?paper=IJRTI2205006 Published Paper PDF: https://www.ijrti.org/papers/IJRTI2205006 |
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ISSN: 2456-3315
Impact Factor: 8.14 and ISSN APPROVED,
Journal Starting Year (ESTD) : 2016
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