Title
A multi-band environment-adaptive approach to noise suppression for cochlear implants.
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.
Year
DOI
Venue
2014
10.1109/EMBC.2014.6943934
EMBC
Keywords
Field
DocType
signal denoising,speech processing,cochlear implants,medical signal processing,multiband data-driven approach,cochlear implant speech processing pipeline,multiband environment-adaptive noise suppression solution,speech,single-band data-driven approach
Noise suppression,Multi band,Computer science,Electronic engineering,Speech recognition
Conference
Volume
ISSN
Citations 
2014
1557-170X
2
PageRank 
References 
Authors
0.39
6
3
Name
Order
Citations
PageRank
Fatemeh Saki1885.56
Taher S Mirzahasanloo2273.64
Nasser D. Kehtarnavaz353466.02