Title :
Speech enhancement using harmonic regeneration
Author :
Xuchu, Hou ; Xiaojing, Zhu
Author_Institution :
EE Dept., Tsinghua Univ., Beijing, China
Abstract :
This paper addresses the problem of harmonic distortion that introduced in traditional short time noise suppression methods, especially in low signal-to-noise ratio (SNR) noisy environments. We propose a simple but effective harmonic regeneration method to solve this problem. The full harmonics of the speech are obtained by applying a non-linear function to the enhanced speech after traditional short time noise suppression methods. The artificial signal is then refined by updating the spectral amplitude in three different frequency sub-bands respectively. The algorithm is theoretically analyzed and tried. Both the subjective and objective experiment results show that the harmonic regeneration algorithm can help improve the quality of the enhanced speech.
Keywords :
acoustic signal processing; harmonic distortion; harmonic generation; signal denoising; spectral analysis; speech enhancement; artificial signal; frequency subband; harmonic regeneration method; nonlinear function; short time noise suppression method; signal-to-noise ratio noisy environment; spectral amplitude; speech enhancement; speech harmonics; Harmonic analysis; Noise; Noise measurement; Power harmonic filters; Spectrogram; Speech; Speech enhancement; Speech enhancement; harmonic regeneration; low SNR; sub-bands;
Conference_Titel :
Computer Science and Automation Engineering (CSAE), 2011 IEEE International Conference on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-8727-1
DOI :
10.1109/CSAE.2011.5953190