Title: Formant modification to improve intelligibility of dysarthric speech
Authors: M. Nirupa; P. Prema; S. Vidhya; T. Lazar Mathew
Addresses: Division of Biomedical Engineering, VIT University, Vellore – 632 014, Tamil Nadu, India. ' Division of Biomedical Engineering, VIT University, Vellore – 632 014, Tamil Nadu, India. ' Division of Biomedical Engineering, VIT University, Vellore – 632 014, Tamil Nadu, India. ' Division of Biomedical Engineering, VIT University, Vellore – 632 014, Tamil Nadu, India
Abstract: Dysarthria is a motor speech disorder, characterised by poor articulation, resulting in speech which is slurred, slow and difficult to understand. The aim of this study is to understand the effects which formant frequencies have on the intelligibility of speech and to enhance the vowel region of the dysarthric speech, based on the modification of formants through linear predictive coding (LPC) analysis. The formants of the dysarthric speech are modified such that they closely match the normal target formants, without much variation in the pitch. The method adopted for formant modification retains the characteristics and naturalness of the speaker.
Keywords: speech processing; dysarthria; formant modification; intelligibility; biomedical signal processing; speech disorders; linear predictive coding.
DOI: 10.1504/IJMEI.2011.042870
International Journal of Medical Engineering and Informatics, 2011 Vol.3 No.3, pp.244 - 252
Published online: 07 Mar 2015 *
Full-text access for editors Full-text access for subscribers Purchase this article Comment on this article