Title :
Tapping-noise suppression with magnitude-weighted phase-based detection
Author :
Sugiyama, Akihiko ; Miyahara, R.
Author_Institution :
Inf. & Media Process. Labs., NEC Corp., Kawasaki, Japan
Abstract :
This paper proposes tapping noise suppression with a new phase-based detection. Phase slope of the input noisy signal is compared with an ideal phase slope obtained from an average of intra-frame slopes along the frequency axis. In order to cope with heavily low-pass characteristics of tapping noise spectrum, phase values are weighted with the magnitude at each frequency point. Phase unwrapping problem is alleviated by use of a rotation vector of frequency domain components. Comparison of enhanced signal spectrogram with that of clean speech demonstrates superior enhanced signal quality.
Keywords :
frequency-domain analysis; signal denoising; vectors; clean speech; frequency axis; frequency domain components; input noisy signal; intra-frame slopes; low-pass characteristics; magnitude-weighted phase-based detection; phase slope; phase unwrapping problem; phase values; rotation vector; signal quality enhancement; signal spectrogram enhancement; tapping-noise suppression; Indexes; Linearity; Noise; Noise measurement; Speech; Speech enhancement; Detection; Linearity; Phase; Phase randomization; Tapping noise;
Conference_Titel :
Applications of Signal Processing to Audio and Acoustics (WASPAA), 2013 IEEE Workshop on
Conference_Location :
New Paltz, NY
DOI :
10.1109/WASPAA.2013.6701871