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