DocumentCode
174465
Title
Region-based amplification system of speech for listeners with hearing impairments
Author
Ykhlef, Faycal ; Bendaouia, Lotfi ; Benzaba, W.
Author_Institution
Div. Multimedia, Centre de Dev. des Technol. Av., Algiers, Algeria
fYear
2014
fDate
5-8 Oct. 2014
Firstpage
4119
Lastpage
4120
Abstract
In this paper, we propose a region-based amplification system of speech for listeners with hearing impairments using the Discrete Wavelet Transform (DWT). The proposed system classifies the speech waveform into four main regions then amplifies each one of them in particular sub-bands according to their frequency components. The classification scheme segments the waveform into silence, voiced, unvoiced or mixed regions. The amplification process consists in applying a set of variable gain factors within the selected sub-bands that have been generated using an audiometric frequency-scale. The DWT is used in both classification and amplification steps. Experimental results show that the proposed system delivers high quality amplification of speech regions.
Keywords
discrete wavelet transforms; handicapped aids; hearing; signal classification; speech processing; DWT; amplification process; audiometric frequency-scale; classification scheme segment; discrete wavelet transform; frequency component; gain factor; hearing impairments; mixed region; region-based amplification system; silence region; speech region; speech waveform; subbands; unvoiced region; Auditory system; Discrete wavelet transforms; Hearing aids; Speech; Speech enhancement; DWT; Region-based amplification; classification; hearing impaired; mixed; silence; unvoiced; voiced;
fLanguage
English
Publisher
ieee
Conference_Titel
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location
San Diego, CA
Type
conf
DOI
10.1109/SMC.2014.6974580
Filename
6974580
Link To Document