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
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;
Conference_Titel :
Systems, Man and Cybernetics (SMC), 2014 IEEE International Conference on
Conference_Location :
San Diego, CA
DOI :
10.1109/SMC.2014.6974580