ASSDOct 5, 2017

Head shadow enhancement with low-frequency beamforming improves sound localization and speech perception for simulated bimodal listeners

arXiv:1710.01904v212 citations
Originality Incremental advance
AI Analysis

This addresses a critical issue for hearing-impaired individuals using cochlear implants and hearing aids, offering a practical solution with potential clinical application, though it is incremental as it builds on existing beamforming techniques.

The paper tackled the problem of poor sound localization and speech perception in bimodal listeners by introducing a low-frequency beamforming method to enhance head shadow, resulting in improved localization error from 50.5° to 26.8° RMS and speech reception threshold gains up to 15.7 dB SNR in noise.

Many hearing-impaired listeners struggle to localize sounds due to poor availability of binaural cues. Listeners with a cochlear implant and a contralateral hearing aid -- so-called bimodal listeners -- are amongst the worst performers, as both interaural time and level differences are poorly transmitted. We present a new method to enhance head shadow in the low frequencies. Head shadow enhancement is achieved with a fixed beamformer with contralateral attenuation in each ear. The method results in interaural level differences which vary monotonically with angle. It also improves low-frequency signal-to-noise ratios in conditions with spatially separated speech and noise. We validated the method in two experiments with acoustic simulations of bimodal listening. In the localization experiment, performance improved from 50.5° to 26.8° root-mean-square error compared with standard omni-directional microphones. In the speech-in-noise experiment, speech was presented from the frontal direction. Speech reception thresholds improved by 15.7 dB SNR when the noise was presented from the cochlear implant side, improved by 7.6 dB SNR when the noise was presented from the hearing aid side, and was not affected when noise was presented from all directions. Apart from bimodal listeners, the method might also be promising for bilateral cochlear implant or hearing aid users. Its low computational complexity makes the method suitable for application in current clinical devices. Keywords: head shadow enhancement, enhancement of interaural level differences, sound localization, directional hearing, speech in noise, speech intelligibility PACS: 43.60.Fg, 43.66.Pn, 43.66.Qp, 43.66.Rq, 43.66.Ts, 43.71.-k, 43.71.Es, 43.71.Ky

Foundations

The foundational work for this paper's niche, ranked by how specifically the neighbourhood builds on it — not by global fame.

Your Notes