orchidas / Speech-Denoising

Contains all MATLAB programs related to my undergraduate thesis - Kalman Filter in Speech Enhancement

Speech-Denoising

Contains all MATLAB programs related to my undergraduate thesis on Kalman filter tuning for speech enhancement. The algorithms were tested on noisy speech files from the NOIZEUS database.

References

• K. Paliwal and A. Basu, “A speech enhancement method based on kalman filtering,” in Proc. ICASSP, vol. 12, 1987.
• M. Saha, R. Ghosh, and B. Goswami, “Robustness and sensitivity metrics for tuning the extended kalman filter,” IEEE Trans. Instrum. Meas., vol. 63, no. 4, pp. 964–971, 2014.
• O. Das, "Kalman filter in speech enhancement", Jadavpur University, 2016.
• O. Das, B. Goswami, R. Ghosh "Application of the tuned Kalman filter in speech enhancement." IEEE Int. Conf. Control, Meas. and Instr. (CMI), pp. 62-66. IEEE, 2016.