Title :
Towards capturing fine phonetic location in speech using recurrence dynamic feature
Author :
Wang, Xu ; Jiang, Fangfang ; Yang, Dan
Author_Institution :
Coll. of Inf. Sci. & Eng., Northeastern Univ., Shenyang
Abstract :
The ultimate goal of our research is to develop a new speech dynamic feature that is able to capture the effects of fine-grained acoustic location on speech recognition behavior. As part of this work we are investigating recurrence quality analysis (RQA) and cross recurrence plot (CRP) approach. In the experiments reported here, we analyzed the Chinese vowel and vocabulary using CRP. Experimental results demonstrate that this method is effective in location; it could be beneficial to develop speech recognition.
Keywords :
natural language processing; speech recognition; Chinese vowel; cross recurrence plot; fine phonetic location; fine-grained acoustic location; recurrence dynamic feature; recurrence quality analysis; speech dynamic feature; speech recognition behavior; Acoustical engineering; Automation; Data analysis; Educational institutions; Information science; Intelligent control; Speech analysis; Speech processing; Speech recognition; Visualization; CRP; RQA; phonetic location; speech dynamic feature;
Conference_Titel :
Intelligent Control and Automation, 2008. WCICA 2008. 7th World Congress on
Conference_Location :
Chongqing
Print_ISBN :
978-1-4244-2113-8
Electronic_ISBN :
978-1-4244-2114-5
DOI :
10.1109/WCICA.2008.4593655