Title :
Speech enhancement using an adaptive gain equalizer with frequency dependent parameter settings
Author :
Westerlund, Nils ; Dahl, Mattias ; Claesson, Ingvar
Author_Institution :
Dept. of Signal Process., Blekinge Inst. of Technol., Ronneby, Sweden
Abstract :
This paper presents an enhanced noise reduction method for speech communication where the input signal is divided into a number of subbands that are individually weighted in the time domain according to the short time signal-to-noise ratio estimate (SNR) in each subband at every time instant. Instead of focusing on suppression of the noise, the method focuses on speech enhancement. The subband based method is extended with frequency dependent parameter settings, equipping the user with further tweaking possibilities. Hence, making the algorithm even more versatile and applicable in different noise situations. The method has proven to be advantageous since it offers low complexity, low delay and low distortion. Also, there is no need for a voice activity detector (VAD). The method is standalone and works regardless of speech coding schemes and other surrounding adaptive systems.
Keywords :
adaptive equalisers; adaptive signal processing; parameter estimation; signal denoising; speech enhancement; SNR; adaptive gain equalizer; enhanced noise reduction; frequency dependent parameter settings; short time signal-to-noise ratio estimate; speech communication; speech enhancement; subband based method; Adaptive systems; Delay; Detectors; Equalizers; Frequency dependence; Noise reduction; Oral communication; Signal to noise ratio; Speech coding; Speech enhancement;
Conference_Titel :
Vehicular Technology Conference, 2004. VTC2004-Fall. 2004 IEEE 60th
Print_ISBN :
0-7803-8521-7
DOI :
10.1109/VETECF.2004.1404759