Title :
SVD-based portable device for real-time hoarse voice denoising
Author :
Manfredi, C. ; Landini, L. ; Faita, F. ; Gemignani, V.
Author_Institution :
Dept. of Electron. & Telecommun., Univ. of Florence, Italy
Abstract :
For pathological voices, hoarseness is mainly due to airflow turbulence in the vocal tract and is often referred to as noise. This paper focuses on enhancement of speech signals, assumed to be degraded by additive white noise. Speech enhancement is performed in the time-domain, by means of a low-order singular value decomposition that allows removal of the noise contribution while preserving the harmonic structure of the original speech signal. The approach was tested on synthetic data and applied to real data, concerning hoarse voices of cordectomised patients. Its simple structure allows a real-time implementation, based on C and assembler code, properly optimised on a DSP board. Hence, the method is suitable for portable device realisation, as an aid to disphonic speakers. It could be of help for diminishing the effort in speaking, which is closely related to social problems due to the awkwardness of voice.
Keywords :
C language; digital signal processing chips; handicapped aids; program assemblers; real-time systems; singular value decomposition; software tools; speech enhancement; white noise; C code; DSP board; SVD-based portable device; additive white noise; airflow turbulence; assembler code; cordectomised patients; disphonic speakers; dysphonia; hoarseness; low-order singular value decomposition; noise; pathological voices; real data; real-time hoarse voice denoising; real-time implementation; software development tool; speech enhancement; speech signal harmonic structure; speech signals; synthetic data; vocal tract; Additive white noise; Assembly; Degradation; Digital signal processing; Noise reduction; Pathology; Singular value decomposition; Speech enhancement; Testing; Time domain analysis;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028225