Title :
Real-time source separation on a field programmable gate array platform
Author :
Hanson, V.S. ; Odame, Kofi M.
Author_Institution :
Thayer Sch. of Eng., Dartmouth Coll., Hanover, NH, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
In this paper, we present a real-time implementation of the ideal binary-mask algorithm, which is a promising approach for enhancing speech intelligibility. Our implementation is hardware efficient, making it suitable for embedded biomedical devices such as hearing aids and cochlear implants. We tested our algorithm implementation on an FPGA platform, and produced results that verify that it effectively performs source separation with 25 μs latency.
Keywords :
cochlear implants; field programmable gate arrays; source separation; speech enhancement; speech intelligibility; FPGA platform; cochlear implant; embedded biomedical device; field programmable gate array platform; hearing aid; ideal binary mask algorithm; real time source separation; speech intelligibility; Algorithm design and analysis; Band pass filters; Field programmable gate arrays; Hardware; Noise; Spectral analysis; Speech; Algorithms; Hearing Aids; Humans; Signal Processing, Computer-Assisted; Speech Intelligibility;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346576