1. Intelligibility of naturally produced and synthesized Mandarin speech by normal-hearing and cochlear implant Chinese listeners.
- Author
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Shi, Y., Chen, J., Gong, Y., Chen, B., Li, Y., Galvin III, J. J., and Fu, Q. -J.
- Subjects
CONFERENCES & conventions ,COCHLEAR implants ,INTELLIGIBILITY of speech - Abstract
Mandarin is a tonal language, and it is important to preserve lexical tone information in synthesized speech. With natural speech, Chinese cochlear implant (CI) users have difficulty perceiving voice pitch cues important for lexical tone perception; it is unclear whether this difficulty persists in Mandarin synthesized speech. In this study, intelligibility of naturally produced and synthesized Mandarin speech was measured in Chinese normal-hearing (NH) and CI listeners. Five synthesized voices were selected to represent different talker genders (male, female, child), speaking rates (normal, slow), and speaking styles (emotional, accent). The data showed that modern Mandarin text-to-speech (TTS) systems can provide excellent Mandarin speech intelligibility for NH listeners, even when the synthesized voices were emotional or accented. However, intelligibility was significantly poorer for CI users than for NH listeners (p<0.001), and performance with synthesized speech was significantly poorer than with natural speech in CI users (p<0.001). CI listeners were also highly sensitive to the "extra-atypical" synthesized emotional and accented speech. Performance with each of the synthesized speech types was significantly correlated with performance with natural speech in CI users (p<0.01 in all cases). While modern TTS systems offer educational and communication benefits to CI users and hearing-impaired individuals, the selection of synthesized voices should be carefully considered in education applications of TTS for hearingimpaired individuals, especially CI children, since poor intelligibility performance may affect language learning. [ABSTRACT FROM AUTHOR]
- Published
- 2018