SVD-based portable device for real-time hoarse voice denoising

被引:0
|
作者
Manfredi, C [1 ]
Landini, L [1 ]
Faita, F [1 ]
Gemignani, V [1 ]
机构
[1] Univ Florence, Dept Elect & Telecommun, I-50139 Florence, Italy
关键词
speech; hoarseness; cordectomy; denoising; singular value decomposition; LP filtering; real-time implementation; DSP;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
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, supposed degraded by additive white noise. Speech enhancement is performed in time-domain, by means of a low-order singular value decomposition that allows removing 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 effort in speaking, which is closely related to social problems due to awkwardness of voice.
引用
收藏
页码:857 / 860
页数:4
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