Title :
Analysis of two generic Wiener filtering concepts for binaural speech enhancement in hearing aids
Author :
Reindl, Klaus ; Yuanhang Zheng ; Kellermann, Walter
Author_Institution :
Multimedia Commun. & Signal Process., Univ. of Erlangen-Nuremberg, Erlangen, Germany
Abstract :
In this paper, we present a detailed analysis for two generic single-channel Wiener filtering concepts for binaural hearing aids, namely, a dual-channel filter approach (individual filters for individual channels) and a single filter approach (one filter applied to both channels). After a general description of the concept, this scheme is thoroughly discussed for a two-source scenario and especially the influence of a common noise estimate on the two different concepts is analyzed in detail. Moreover, by evaluating the interaural transfer function (ITF) comprising the interaural level differences (ILDs) as well as interaural phase/time differences (IPDs/ITDs), the influence of both Wiener filter approaches on these binaural cues is analyzed. The theoretical findings are confirmed by experimental results.
Keywords :
Wiener filters; speech enhancement; IPDs/ITDs; ITF; binaural cues; binaural hearing aids; binaural speech enhancement; dual channel filter approach; generic Wiener filtering concept analysis; interaural level differences; interaural phase/time differences; interaural transfer function; noise estimation; single filter approach; Gain; Microphones; Noise; Noise reduction; Optimized production technology; Speech; Speech enhancement;
Conference_Titel :
Signal Processing Conference, 2010 18th European
Conference_Location :
Aalborg