DocumentCode
2648694
Title
Speech visualization based on wavelet transform for the hearing impaired
Author
Wang, Xu ; Xue, Li-fang ; Yang, Dan
Author_Institution
Northeastern Univ., Shengyang
Volume
4
fYear
2007
fDate
2-4 Nov. 2007
Firstpage
1827
Lastpage
1830
Abstract
This paper describes a new speech visualization system that creates readable patterns by integrating combined feature into a single image. The system makes use of time-frequency analysis based on wavelet transform to simulate the band-pass filter property of basilar membrane. The method remedies the defect that Short Fourier Transform(SFT) has the same time-resolution and frequency resolution to different frequency ranges. The auditory feature is displayed on the CRT by plot patterns and the deaf can utilize their own brain to identify different speech for training their oral ability effectively. Firstly, speech signal undergoes a series of preprocessing course. Secondly, we make use of wavelet transform to process time-frequency analysis for speech signal and extract the feature value for speech visualization. Thirdly, we calculate that the feature value lies in which place in full array and obtain the combined feature value. Finally, we utilize plot display algorithm to generate a speech plot. The algorithm consists of three parts: coordinates partition, area computation and coordinates calculation of combined feature value.
Keywords
band-pass filters; data visualisation; feature extraction; handicapped aids; speech processing; time-frequency analysis; band-pass filter; basilar membrane; coordinates calculation; coordinates partition; feature value; frequency resolution; hearing impaired; short Fourier transform; speech signal; speech visualization; time-frequency analysis; time-resolution resolution; wavelet transform; Analytical models; Auditory system; Brain modeling; Partitioning algorithms; Speech analysis; Speech processing; Time frequency analysis; Visualization; Wavelet analysis; Wavelet transforms; Speech visualization; auditory feature; wavelet transform;
fLanguage
English
Publisher
ieee
Conference_Titel
Wavelet Analysis and Pattern Recognition, 2007. ICWAPR '07. International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-1065-1
Electronic_ISBN
978-1-4244-1066-8
Type
conf
DOI
10.1109/ICWAPR.2007.4421751
Filename
4421751
Link To Document