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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
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Published Paper Details:
Paper Title
Speech Emotion Recognition Using Deep Neural Network
Authors
Samarth Adkitte, Vina Lomte, Mansi Fale, Shivani Ugile, Vaibhavi Kudale
Keywords
: Convolutional Neural Network(CNN), Emotion Detection ,Speech Emotion Recognition, DeepLearning, Mental Health Assessment
Abstract
Emotions play crucial role in human communication, influencing how information is
conveyed and understood. Recognizing emotions from speech is a challenging yet essential task
with various applications, including human-computer interaction, sentiment analysis, and mental
health assessment. This paper presents an overview of Speech Emotion Recognition (SER) using
Deep Neural Network techniques. Additionally, we review various evaluation metrics commonly
used in SER research, such as accuracy, F1-score, and confusion matrices, to assess the
performance of SER models objectively. Overall, this research contributes to growing body of
knowledge in SER and serves as a comprehensive resource for researchers, practitioners, and
developers interested in leveraging machine learning techniques to recognize emotions from
speech signals.
IJCRT's Publication Details
Unique Identification Number - IJCRT2311602
Paper ID - 246388
Page Number(s) - f128-f135
Pubished in - Volume 11 | Issue 11 | November 2023
DOI (Digital Object Identifier) -
Publisher Name - IJCRT | www.ijcrt.org | ISSN : 2320-2882
E-ISSN Number - 2320-2882
Cite this article
Samarth Adkitte, Vina Lomte, Mansi Fale, Shivani Ugile, Vaibhavi Kudale, "Speech Emotion Recognition Using Deep Neural Network", International Journal of Creative Research Thoughts (IJCRT), ISSN:2320-2882, Volume.11, Issue 11, pp.f128-f135, November 2023, Available at :http://www.ijcrt.org/papers/IJCRT2311602.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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