DocumentCode :
2731915
Title :
Enhancement of Electronic artificial larynx speech by denoising
Author :
Haijun, Niu ; Wan Mingxi ; Supin, Waq
Author_Institution :
Dept. of Biomed. Eng., Xi´´an Jiaotong Univ., China
Volume :
2
fYear :
2003
fDate :
14-17 Dec. 2003
Firstpage :
908
Abstract :
Electronic artificial larynx (EAL) is important speech rehabilitation prosthesis for laryngectomees. However, existing EAL have some drawbacks such as harsh, raucous and unpleasant sound. One of the major problems is radiation-noise. It is a major source of the degradation in acceptability and intelligibility of EAL speech. In this study, we restrained radiated noise using independent component analysis based adaptive noise canceling. An acoustic analysis of the denoised EAL speech revealed a significant reduction in the amount of background noise yet preserved the acoustic characteristics of the vocal output. Perceptual evaluation also indicated an obvious preference for denoised speech.
Keywords :
acoustic analysis; independent component analysis; signal denoising; speech enhancement; ICA; acoustic analysis; adaptive noise canceling; background noise reduction; electronic artificial larynx; independent component analysis; perceptual evaluation; radiation noise; speech denoising; speech enhancement; speech rehabilitation prosthesis; Acoustic noise; Background noise; Degradation; Independent component analysis; Larynx; Noise cancellation; Noise reduction; Prosthetics; Speech analysis; Speech enhancement;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks and Signal Processing, 2003. Proceedings of the 2003 International Conference on
Conference_Location :
Nanjing
Print_ISBN :
0-7803-7702-8
Type :
conf
DOI :
10.1109/ICNNSP.2003.1280747
Filename :
1280747
Link To Document :
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