Speech intelligibility improvements with hearing aids using bilateral and binaural adaptive multichannel Wiener filtering based noise reduction.
This paper evaluates noise reduction techniques in bilateral and binaural hearing aids. Adaptive implementations (on a real-time test platform) of the bilateral and binaural speech distortion weighted multichannel Wiener filter (SDW-MWF) and a competing bilateral fixed beamformer are evaluated. As the SDW-MWF relies on a voice activity detector (VAD), a realistic binaural VAD is also included. The test subjects (both normal hearing subjects and hearing aid users) are tested by an adaptive speech reception threshold (SRT) test in different spatial scenarios, including a realistic cafeteria scenario with nonstationary noise. The main conclusions are: (a) The binaural SDW-MWF can further improve the SRT (up to 2 dB) over the improvements achieved by bilateral algorithms, although a significant difference is only achievable if the binaural SDW-MWF uses a perfect VAD. However, in the cafeteria scenario only the binaural SDW-MWF achieves a significant SRT improvement (2.6 dB with perfect VAD, 2.2 dB with real VAD), for the group of hearing aid users. (b) There is no significant degradation when using a real VAD at the input signal-to-noise ratio (SNR) levels where the hearing aid users reach their SRT. (c) The bilateral SDW-MWF achieves no SRT improvements compared to the bilateral fixed beamformer.
Department of Electrical Engineering (ESAT-SCD)-Department of IBBT Future Health, KU Leuven, Kasteelpark Arenberg 10 B-3001 Heverlee, Belgium. bram.cornelis@gmail.com
Bram
B
Cornelis
Marc
M
Moonen
Jan
J
Wouters
D000162:Acoustics / Q000295:instrumentation; D000465:Algorithms; D000704:Analysis of Variance; D001309:Auditory Threshold / Q000502:physiology; D006310:Hearing Aids; D006319:Hearing Loss, Sensorineural / Q000503:physiopathology*; D006801:Humans; D009622:Noise / Q000517:prevention & control; D010470:Perceptual Masking / Q000502:physiology; D059629:Signal-To-Noise Ratio; D013065:Speech Intelligibility / Q000502:physiology*