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