Cart (Loading....) | Create Account
Close category search window
 

Phone-based speech synthesis with neural network and articulatory control

Sign In

Cookies must be enabled to login.After enabling cookies , please use refresh or reload or ctrl+f5 on the browser for the login options.

Formats Non-Member Member
$31 $13
Learn how you can qualify for the best price for this item!
Become an IEEE Member or Subscribe to
IEEE Xplore for exclusive pricing!
close button

puzzle piece

IEEE membership options for an individual and IEEE Xplore subscriptions for an organization offer the most affordable access to essential journal articles, conference papers, standards, eBooks, and eLearning courses.

Learn more about:

IEEE membership

IEEE Xplore subscriptions

2 Author(s)
Lo, W.K. ; Dept. of Electron. Eng., Chinese Univ. of Hong Kong, Shatin, Hong Kong ; Ching, P.C.

The paper presents a novel method for synthesizing a speech signal using a phone-based concatenation approach. A neural network is employed for the generalization of the phone templates during synthesis. Simplified articulatory space input parameters based on a modified vowel diagram are used to provide flexible and effective articulatory control. It also enables the design of an articulatory control model for allophonic variations in the speech signal. The network approach is chosen for its non-linear mapping of the relationship between the articulatory space parameters and the spectral information of speech signal. In addition, non-linear approximation for phone template transitions is facilitated. The phone templates of the synthesizer are implicitly stored as network parameters of a medium size network. The performance of this new speech synthesis technique is demonstrated with a prototype system specifically designed for Cantonese (a common Chinese dialect) and the synthetic speech quality is assessed by informal listening tests

Published in:

Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on  (Volume:4 )

Date of Conference:

3-6 Oct 1996

Need Help?


IEEE Advancing Technology for Humanity About IEEE Xplore | Contact | Help | Terms of Use | Nondiscrimination Policy | Site Map | Privacy & Opting Out of Cookies

A not-for-profit organization, IEEE is the world's largest professional association for the advancement of technology.
© Copyright 2014 IEEE - All rights reserved. Use of this web site signifies your agreement to the terms and conditions.