Title :
A multi-band environment-adaptive approach to noise suppression for cochlear implants
Author :
Saki, Fatemeh ; Mirzahasanloo, Taher ; Kehtarnavaz, Nasser
Author_Institution :
Dept. of Electr. Eng., Univ. of Texas at Dallas, Richardson, TX, USA
Abstract :
This paper presents an improved environment-adaptive noise suppression solution for the cochlear implants speech processing pipeline. This improvement is achieved by using a multi-band data-driven approach in place of a previously developed single-band data-driven approach. Seven commonly encountered noisy environments of street, car, restaurant, mall, bus, pub and train are considered to quantify the improvement. The results obtained indicate about 10% improvement in speech quality measures.
Keywords :
cochlear implants; medical signal processing; signal denoising; speech; speech processing; cochlear implant speech processing pipeline; multiband data-driven approach; multiband environment-adaptive noise suppression solution; single-band data-driven approach; Cochlear implants; Noise; Noise measurement; Pipelines; Speech; Speech enhancement;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6943934