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. and Werghi, N., 2023. ) Expert Systems with Applications, 224, p.119871. [pdf] [demo]
Emotion recognition from speech using wavelet packet transform cochlear filter bank and random forest classifier. (Hamsa, S., Shahin, I., Iraqi, Y. and Werghi, N., 2020. ) IEEE Access, 8, pp.96994-97006. [pdf] [demo]
An enhanced emotion recognition algorithm using pitch correlogram, deep sparse matrix representation and random forest classifier. (Hamsa, S., Iraqi, Y., Shahin, I. and Werghi, N., 2021. ) IEEE Access, 9, pp.87995-88010. [pdf] [demo]
Dominant voiced speech segregation and noise reduction pre-processing module for hearing aids and speech processing applications. (Hamsa, S., Iraqi, Y., Shahin, I. and Werghi, N., 2021.) In Proceedings of the 12th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2020) 12 (pp. 395-403). Springer International Publishing. [pdf] [demo]
EA-VGG: A new approach for emotional speech classification. (Koya, S.H., Shahin, I., Iraqi, Y., Damiani, E. and Werghi, N., 2022, November.) In 2022 International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) (pp. 1-5). IEEE. [pdf] [demo]
