Golden Mandarin (III)-a user-adaptive prosodic-segment-based Mandarin dictation machine for Chinese language with very large vocabulary
Resource
Acoustics, Speech, and Signal Processing, 1995. ICASSP-95., 1995 International Conference on
Journal
International Conference on Acoustics, Speech, and Signal Processing, 1995. ICASSP-95
Pages
-
Date Issued
1995-05
Date
1995-05
Author(s)
Lyu, Ren-Yuan et al.
Lee-Feng Chien
Shiao-Hong Hwang
Yang, Rung-Chiuan
Bai, Bo-Ren
Weng, Jia-Chi
Yang, Yen-Ju
Lin, Shi-Wei
Chen, Keh-Jiann
Tseng, Chiu-yu
DOI
N/A
Abstract
This paper presents a prototype prosodic-segment-based Mandarin dictation machine for the Chinese language with very large vocabulary. It accepts utterances continuous within a prosodic segment which is composed of one or a few word(s). It also possesses various on-line learning capabilities for fast adaptation to a new user in acoustic, lexical and linguistic levels. The overall system is implemented on an IBM/PC with an additional DSP card including a Motorola DSP 96002 chip. The word accuracy can achieve nearly 90% for a new user after he produces about 10 minutes of speech to train the system, and the accuracy can be further improved with the on-line learning functions.
SDGs
Type
journal article
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