Title :
Effect of vocoder type to Mandarin speech recognition in cochlear implant simulation
Author :
Fei Chen ; Lau, Ada H. Y.
Author_Institution :
Div. of Speech & Hearing Sci., Univ. of Hong Kong, Hong Kong, China
Abstract :
Vocoder simulation is an effective tool in predicting the general pattern of speech recognition performance in cochlear implant users. The present study investigated the effect of vocoder type (i.e., noise-vocoder and tone-vocoder) to Mandarin speech recognition in vocoder simulation. Mandarin speech materials (sentences and single vowels) were processed by tone-vocoder and noise-vocoder, and presented to normal-hearing listeners to recognize. Experimental results showed that Mandarin sentences synthesized with a tone vocoder were more intelligible than those synthesized with a noise vocoder; however, this intelligibility advantage was not found in the lexical tone identification task. Consistent with previous outcomes, the present work showed that tone-vocoder was able to yield a better sentence recognition performance. It is still arguable that this improved recognition performance of tone-vocoded sentences could be attributed to the better lexical tone identification in tone-vocoder based study.
Keywords :
cochlear implants; medical computing; speech recognition; vocoders; Mandarin speech materials; Mandarin speech recognition; cochlear implant simulation; lexical tone identification task; noise-vocoder; sentence recognition performance; speech recognition performance; tone-vocoder; vocoder simulation; vocoder type effect; Band-pass filters; Cochlear implants; Signal to noise ratio; Speech; Speech recognition; Vocoders; Mandarin speech recognition; cochlear implants; vocoder simulation;
Conference_Titel :
Chinese Spoken Language Processing (ISCSLP), 2014 9th International Symposium on
Conference_Location :
Singapore
DOI :
10.1109/ISCSLP.2014.6936705