Title :
Enhancement of alaryngeal speech by adaptive filtering
Author :
Espy-Wilson, Carol Y. ; Chari, Venkatesh R. ; Huang, Caroline B.
Author_Institution :
Dept. of Electr. Comput. & Syst. Eng., Boston Univ., MA, USA
Abstract :
Artificial larynxes enable adequate communication for people who are unable to use their larynxes. However, the resulting speech has an unnatural quality and is significantly less intelligible than normal speech. One of the major problems with the widely-used transcutaneous artificial larynx (TAL) is the presence of a steady background noise due to the leakage of acoustic energy. In this study, a novel adaptive filtering architecture was designed and implemented for the purpose of removing the background noise. Perceptual tests were conducted to assess speech from two laryngectomees and two normal speakers using the Servox TAL, before and after processing by the adaptive filter. Results from the perceptual tests indicate a clear preference for the processed speech, and spectral analysis reveals a significant reduction in the background source radiation
Keywords :
acoustic filters; acoustic noise; adaptive filters; artificial organs; noise abatement; spectral analysis; speech; speech enhancement; Servox transcutaneous artificial larynx; acoustic energy leakage; adaptive filtering architecture; alaryngeal speech enhancement; background noise removal; background source radiation; laryngectomees; perceptual tests; processed speech; spectral analysis; speech intelligibility; Adaptive filters; Background noise; Biomedical applications of radiation; Insulation; Larynx; Neck; Radiation hardening; Signal to noise ratio; Speech enhancement; Speech processing;
Conference_Titel :
Spoken Language, 1996. ICSLP 96. Proceedings., Fourth International Conference on
Conference_Location :
Philadelphia, PA
Print_ISBN :
0-7803-3555-4
DOI :
10.1109/ICSLP.1996.607475