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INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2456-4184 | Impact factor: 8.76 | ESTD Year: 2016 Scholarly open access journals, Peer-reviewed, and Refereed Journals, Impact factor 8.76 (Calculate by google scholar and Semantic Scholar | AI-Powered Research Tool) , Multidisciplinary, Monthly, Indexing in all major database & Metadata, Citation Generator, Digital Object Identifier(DOI) |
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| Paper Title: | Speech Emotion Recognition: Unveiling the Hidden Language of Emotions |
| Authors Name: | Gaurav Soni , Chetan Sharma , Devendra Goriya , Dr. Uday Pratap Singh |
| Download E-Certificate: | Download |
| Author Reg. ID: |
IJNRD_218986
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| Published Paper Id: | IJNRD2404499 |
| Published In: | Volume 9 Issue 4, April-2024 |
| DOI: | |
| Abstract: | Speech Emotion Recognition (SER) is a rapidly developing field within Artificial Intelligence (AI) that aims to automatically detect emotions conveyed through spoken language. By analyzing vocal characteristics like pitch, prosody, and rhythm, SER systems strive to categorize emotions such as happiness, anger, sadness, or frustration. This paper delves into the core concepts of SER, exploring its technical underpinnings, applications, and current challenges. We discuss the feature extraction process, where relevant information is culled from audio signals, followed by the exploration of machine learning and deep learning techniques employed for emotion classification. Subsequently, the paper highlights the diverse applications of SER in various domains, including human-computer interaction, mental health support systems, and customer service. We conclude by addressing the limitations of existing SER systems, including the influence of cultural background, speaker variability, and background noise. Finally, we explore promising research directions for future advancements in this dynamic field. |
| Keywords: | Speech Emotion Recognition (SER), vocal characteristics, emotion detection, machine learning, deep learning, classification, applications, cultural influences, background noise. |
| Cite Article: | "Speech Emotion Recognition: Unveiling the Hidden Language of Emotions", International Journal of Novel Research and Development (www.ijnrd.org), ISSN:2456-4184, Vol.9, Issue 4, page no.e943-e945, April-2024, Available :http://www.ijnrd.org/papers/IJNRD2404499.pdf |
| Downloads: | 00030 |
| ISSN: |
2456-4184 | IMPACT FACTOR: 8.76 Calculated By Google Scholar| ESTD YEAR: 2016 An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 8.76 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:IJNRD2404499 Registration ID: 218986 Published In: Volume 9 Issue 4, April-2024 DOI (Digital Object Identifier): Page No: e943-e945 Country: Jaipur, Rajasthan, India Research Area: Computer Science & Technology Publisher : IJ Publication Published Paper URL : https://www.ijnrd.org/viewpaperforall?paper=IJNRD2404499 Published Paper PDF: https://www.ijnrd.org/papers/IJNRD2404499 |
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ISSN: 2456-4184
Impact Factor: 8.76 and ISSN APPROVED
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