JOURNAL ARTICLE

Machine learning approach of speech emotions recognition using feature fusion technique

Bachchu PaulSomnath BeraTanushree DeySantanu Phadikar

Year: 2023 Journal:   Multimedia Tools and Applications Vol: 83 (3)Pages: 8663-8688   Publisher: Springer Science+Business Media
Keywords:
Computer science Artificial intelligence Mel-frequency cepstrum Support vector machine Speech recognition Decision tree Bengali Discriminative model Feature selection Classifier (UML) Feature extraction Feature (linguistics) Pattern recognition (psychology) Machine learning

Metrics

23
Cited By
9.58
FWCI (Field Weighted Citation Impact)
26
Refs
0.97
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Emotion and Mood Recognition
Social Sciences →  Psychology →  Experimental and Cognitive Psychology
Speech and Audio Processing
Physical Sciences →  Computer Science →  Signal Processing
Face and Expression Recognition
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition

Related Documents

JOURNAL ARTICLE

Speech emotion recognition using multimodal feature fusion with machine learning approach

Sandeep Kumar PandaAjay Kumar JenaMohit Ranjan PandaSusmita Panda

Journal:   Multimedia Tools and Applications Year: 2023 Vol: 82 (27)Pages: 42763-42781
JOURNAL ARTICLE

Decoding Emotions: Machine Learning Approach to Speech Emotion Recognition

Manya Barua

Journal:   INTERANTIONAL JOURNAL OF SCIENTIFIC RESEARCH IN ENGINEERING AND MANAGEMENT Year: 2024 Vol: 08 (06)Pages: 1-5
JOURNAL ARTICLE

Speech emotion recognition using feature fusion: a hybrid approach to deep learning

Waleed Akram KhanHamad ul QudousAsma Ahmad Farhan

Journal:   Multimedia Tools and Applications Year: 2024 Vol: 83 (31)Pages: 75557-75584
BOOK-CHAPTER

Speech Emotion Recognition Using Machine Learning Approach

S. G. ShailaA. SindhuL. MonishD. ShivammaB. Vaishali

Advances in computer science research Year: 2023 Pages: 592-599
© 2026 ScienceGate Book Chapters — All rights reserved.