DocumentCode
134318
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
fYear
2014
fDate
12-14 Sept. 2014
Firstpage
551
Lastpage
554
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Chinese Spoken Language Processing (ISCSLP), 2014 9th International Symposium on
Conference_Location
Singapore
Type
conf
DOI
10.1109/ISCSLP.2014.6936705
Filename
6936705
Link To Document