Title :
Effects of excitation spread on the intelligibility of Mandarin speech in cochlear implant simulations
Author :
Fei Chen ; Tian Guan ; Wong, Lena L. N.
Author_Institution :
Div. of Speech & Hearing Sci., Univ. of Hong Kong, Hong Kong, China
Abstract :
Noisy listening conditions remain challenging for most cochlear implant patients. The present study simulated the effects of decay rates of excitation spread in cochlear implants on the intelligibility of Mandarin speech in noise. Mandarin sentence and tone stimuli were processed by noise-vocoder, and presented to normal-hearing listeners for identification. The decay rates of excitation spread were simulated by varying the slopes of synthesis filters in noise-vocoder. Experimental results showed that significant benefit for Mandarin sentence recognition in noise was observed with narrower type of excitation. The performance of Mandarin tone identification was relatively robust to the influence of excitation spread. The results in the present study suggest that reducing the decay rates of excitation spread may potentially improve the speech perception in noise for cochlear implants in the future.
Keywords :
cochlear implants; filtering theory; handicapped aids; natural language processing; speech recognition; speech synthesis; vocoders; Mandarin sentence processing; Mandarin sentence recognition; Mandarin speech intelligibility; Mandarin tone identification; cochlear implant patients; cochlear implant simulations; excitation spread decay rates; excitation spread effects; noise-vocoder; noisy listening conditions; speech perception improvement; synthesis filters; tone stimuli processing; Cochlear implants; Filter banks; Signal to noise ratio; Speech; Testing; Vocoders; Cochlear implant; Mandarin speech perception; excitation spread;
Conference_Titel :
Chinese Spoken Language Processing (ISCSLP), 2012 8th International Symposium on
Conference_Location :
Kowloon
Print_ISBN :
978-1-4673-2506-6
Electronic_ISBN :
978-1-4673-2505-9
DOI :
10.1109/ISCSLP.2012.6423502