DocumentCode :
1699042
Title :
Enhancement of Shimmer in oesophageal speech using different wavelets
Author :
Oleagordia Ruiz, I. ; Garcia Zapirain, Begona
Author_Institution :
DeustoTech-Life Unit, Univ. of Deusto, Bilbao, Spain
fYear :
2013
Abstract :
This paper presents an oesophageal speech enhancement algorithm using different wavelet approach. Such an exceptionally special type of voice is due to the laryngectomy undergone by those persons with larynx cancer. An oesophageal voice has extremely low intelligibility. This work proposes a method to improve its quality, which consists of enhancing the Shimmer parameter using Discrete Wavelet Transform (DWT) and it has been tested with different mother wavelets. By taking advantage of the Wavelet Transform´s special time-frequency properties, a corrective algorithm in the form of a wave is applied for the signal intervals in which the shimmer measurement goes beyond normal levels. Therefore, an atomized control of the signal peaks is carried out, having an effect on the normalization of the shimmer. The final speech improvement has been measured with the help of Multidimensional Voice Program (MDVP) [7] tools.
Keywords :
cancer; discrete wavelet transforms; speech enhancement; time-frequency analysis; DWT; MDVP tools; corrective algorithm; discrete wavelet transform; laryngectomy; larynx cancer; multidimensional voice program tools; oesophageal speech enhancement algorithm; oesophageal voice; shimmer enhancement; shimmer measurement; signal intervals; wavelet approach; wavelet transform special time-frequency properties; Abstracts; Atmospheric measurements; Atomic measurements; Particle measurements; Speech; Speech enhancement; Discrete Wavelet Transform; Oesophageal voice; Shimmer; Signal processing; Speech processing;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing and Information Technology(ISSPIT), 2013 IEEE International Symposium on
Conference_Location :
Athens
Type :
conf
DOI :
10.1109/ISSPIT.2013.6781876
Filename :
6781876
Link To Document :
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