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Dive into the research topics where Shibani Koya is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Novel Task-Based Unification and Adaptation (TUA) Transfer Learning Approach for Bilingual Emotional Speech Data
Shahin, I., Nassif, A. B., Thomas, R. & Hamsa, S., Apr 2023, In: Information (Switzerland). 14, 4, 236.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations -
Speaker identification from emotional and noisy speech using learned voice segregation and speech VGG
Hamsa, S., Shahin, I., Iraqi, Y., Damiani, E., Nassif, A. B. & Werghi, N., 15 Aug 2023, In: Expert Systems with Applications. 224, 119871.Research output: Contribution to journal › Article › peer-review
35 Scopus citations -
EA-VGG: A new approach for emotional speech classification
Koya, S. H., Shahin, I., Iraqi, Y., Damiani, E. & Werghi, N., 2022, International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022. Institute of Electrical and Electronics Engineers Inc., (International Conference on Electrical, Computer, Communications and Mechatronics Engineering, ICECCME 2022).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
An Enhanced Emotion Recognition Algorithm Using Pitch Correlogram, Deep Sparse Matrix Representation and Random Forest Classifier
Hamsa, S., Iraqi, Y., Shahin, I. & Werghi, N., 2021, In: IEEE Access. 9, p. 87995-88010 16 p., 9446135.Research output: Contribution to journal › Article › peer-review
Open Access12 Scopus citations -
Dominant Voiced Speech Segregation and Noise Reduction Pre-processing Module for Hearing Aids and Speech Processing Applications
Hamsa, S., Iraqi, Y., Shahin, I. & Werghi, N., 2021, Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition, SoCPaR 2020. Abraham, A., Ohsawa, Y., Gandhi, N., Jabbar, M. A., Haqiq, A., McLoone, S. & Issac, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 395-403 9 p. (Advances in Intelligent Systems and Computing; vol. 1383 AISC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations
Thesis
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Person Identification from Noisy and Emotional Speech
Koya, S. (Author), Werghi, N. (Supervisor), 19 Dec 2024Student thesis: Doctoral Thesis
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