Speech Emotion Recognition: Unveiling the Hidden Language of Emotions

Registration ID: IJNRD_218986

Published ID: IJNRD2404499

DOI: Click Here to Get

Gaurav Soni , Chetan Sharma , Devendra Goriya , Dr. Uday Pratap Singh

Speech Emotion Recognition (SER), vocal characteristics, emotion detection, machine learning, deep learning, classification, applications, cultural influences, background noise.

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.

Published Paper   E-Certificate

Gaurav Soni, Chetan Sharma, Devendra Goriya, & Dr. Uday Pratap Singh (April-2024). Speech Emotion Recognition: Unveiling the Hidden Language of Emotions. INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT, 9(4), e943-e945. https://ijnrd.org/papers/IJNRD2404499.pdf

Volume 9 Issue 4, April-2024

Pages : e943-e945

Paper Reg. ID: IJNRD_218986

Published Paper Id: IJNRD2404499

Downloads: 000121994

Research Area: Computer Science & Technology 

Country: Jaipur, Rajasthan, India

Published Paper PDF: https://ijnrd.org/papers/IJNRD2404499.pdf

Published Paper URL: https://ijnrd.org/viewpaperforall?paper=IJNRD2404499

Journal Name: INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT(IJNRD)

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

Publisher: IJNRD (IJ Publication) Janvi Wave | IJNRD.ORG | IJNRD.COM | IJPUB.ORG

This work is licensed under a Creative Commons Attribution 4.0 International License and The Open Definition

Call For Paper - Volume 10 | Issue 10 | October 2025

IJNRD is a Scholarly Open Access, Peer-reviewed, and Refereed Journal with a High Impact Factor of 8.76 (calculated by Google Scholar & Semantic Scholar | AI-Powered Research Tool). It is a Multidisciplinary, Monthly, Low-Cost Journal that follows UGC CARE 2025 Peer-Reviewed Journal Policy norms, Scopus journal standards, and Transparent Peer Review practices to ensure quality and credibility. IJNRD provides indexing in all major databases & metadata repositories, a citation generator, and Digital Object Identifier (DOI) for every published article with full open-access visibility.

The INTERNATIONAL JOURNAL OF NOVEL RESEARCH AND DEVELOPMENT (IJNRD) aims to advance applied, theoretical, and experimental research across diverse fields. Its goal is to promote global scientific information exchange among researchers, developers, engineers, academicians, and practitioners. IJNRD serves as a platform where educators and professionals can share research evidence, models of best practice, and innovative ideas, contributing to academic growth and industry relevance.

Indexing Coverage includes Google Scholar, SSRN, ResearcherID-Publons, Semantic Scholar (AI-Powered Research Tool), Microsoft Academic, Academia.edu, arXiv.org, ResearchGate, CiteSeerX, ResearcherID (Thomson Reuters), Mendeley, DocStoc, ISSUU, Scribd, and many more recognized academic repositories.

How to submit the paper?

By Our website

Click Here to Submit Paper Online

By Mail

Send your paper to editor@ijnrd.org

Important Dates for Current issue

Paper Submission Open For: October 2025

Current Issue: Volume 10 | Issue 10 | October 2025

Impact Factor: 8.76

Last Date for Paper Submission: Till 31-Oct-2025

Notification of Review Result: Within 1-2 Days after Submitting paper.

Publication of Paper: Within 01-02 Days after Submititng documents.

Frequency: Monthly (12 issue Annually).

Journal Type: IJNRD is an International Peer-reviewed, Refereed, and Open Access Journal with Transparent Peer Review as per the new UGC CARE 2025 guidelines, offering low-cost multidisciplinary publication with Crossref DOI and global indexing.

Subject Category: Research Area

Call for Paper: More Details