Title :
Prediction and synthesis of prosodic effects on spectral balance of vowels
Author :
Van Santen, Jan H. ; Niu, Xiaochuan
Author_Institution :
OGI Sch. of Sci. & Technol., Ohio State Univ., Beaverton, OR, USA
Abstract :
Linguistic control factors such as word stress and phrase-finality affect not only duration and pitch, but also spectral structure and spectral dynamics. We propose methods for predicting and synthesizing prosodic effects on spectral balance: (i) a new multi-dimensional measure of spectral balance, in which energy is measured in five "formant frequency range" bands; (ii) statistical methods for analyzing the effects of multiple interacting factors on spectral balance; (iii) a method for synthesizing speech whose spectral balance is controlled by prosodic factors.
Keywords :
linguistics; prediction theory; spectral analysis; speech processing; speech synthesis; statistical analysis; formant frequency range; linguistic control factors; multi-dimensional measure; multiple interacting factors; phrase-finality; prediction; prosodic effects synthesis; spectral dynamics; spectral structure; speech synthesis; statistical methods; vowel spectral balance; word stress; Control system synthesis; Energy measurement; Frequency measurement; Natural languages; Power measurement; Speech analysis; Speech synthesis; Statistical analysis; Stress control; Timing;
Conference_Titel :
Speech Synthesis, 2002. Proceedings of 2002 IEEE Workshop on
Print_ISBN :
0-7803-7395-2
DOI :
10.1109/WSS.2002.1224395