DocumentCode :
148821
Title :
A lowdistortion noise canceller with a novel stepsize control and conditional cancellation
Author :
Sugiyama, Akihiko ; Miyaharay, Ryoji
Author_Institution :
Inf. & Media Process. Labs., NEC Corp., Kawasaki, Japan
fYear :
2014
fDate :
1-5 Sept. 2014
Firstpage :
1262
Lastpage :
1266
Abstract :
This paper proposes a low-distortion noise canceller with a novel stepsize control and conditional cancellation. The coefficient adaptation stepsize is controlled by an estimated signal-to-noise ratio (SNR) at the primary input and a relative coefficient magnitude normalized by the reference power. The SNR is estimated based on the noise replica and the output, and converted to a stepsize by an exponential function. This stepsize provides robustness to interference by the desired speech. Conditional cancellation guarantees that the noisy signal power is reduced by noise-replica subtraction. Comparison of the proposed noise canceller with five popular state-of-the-art commercial smartphones demonstrates good enhanced-signal quality with as much as 0.6 PESQ improvement.
Keywords :
adaptive filters; interference suppression; smart phones; speech enhancement; PESQ improvement; SNR; coefficient adaptation stepsize; coefficient magnitude; conditional cancellation; exponential function; low-distortion noise canceller; noise-replica subtraction; noisy signal power; reference power; signal quality; signal-to-noise ratio; smartphones; stepsize control; Microphones; Noise cancellation; Signal to noise ratio; Smart phones; Speech; Speech enhancement; Dual microphone; Low distortion; Noise canceller; Stepsize control; Two microphone;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference (EUSIPCO), 2014 Proceedings of the 22nd European
Conference_Location :
Lisbon
Type :
conf
Filename :
6952432
Link To Document :
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