Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D

Parveen Kumari, Yogita Yashveer Raghav, Vimmi Kochher, Prashanth kumar katta, Abhilasha A, Prabhakar M, Jayanthiladevi A, Fikir Gizachew Belete

Open source

DOI
10.1371/journal.pone.0355238
Published
2026-08-24
Container
PLOS One
Publisher
Public Library of Science (PLoS)
Open access
unknown

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BibTeX

@article{allodium:10.1371/journal.pone.0355238,
  title = {Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D},
  author = {Parveen Kumari and Yogita Yashveer Raghav and Vimmi Kochher and Prashanth kumar katta and Abhilasha A and Prabhakar M and Jayanthiladevi A and Fikir Gizachew Belete},
  year = {2026},
  journal = {PLOS One},
  doi = {10.1371/journal.pone.0355238},
  url = {https://doi.org/10.1371/journal.pone.0355238}
}

RIS

TY  - JOUR
TI  - Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D
AU  - Parveen Kumari
AU  - Yogita Yashveer Raghav
AU  - Vimmi Kochher
AU  - Prashanth kumar katta
AU  - Abhilasha A
AU  - Prabhakar M
AU  - Jayanthiladevi A
AU  - Fikir Gizachew Belete
PY  - 2026
JO  - PLOS One
DO  - 10.1371/journal.pone.0355238
UR  - https://doi.org/10.1371/journal.pone.0355238
ER  - 

APA

Kumari, P., Raghav, Y. Y., Kochher, V., katta, P. K., A, A., M, P., A, J., & Belete, F. G. (2026). Hybrid CNN-embedding fusion with MFCC-SVM for speech emotion recognition: Random vs actor-wise evaluation on CREMA-D. PLOS One. https://doi.org/10.1371/journal.pone.0355238

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