4.4 Article

Auditory Model-Based Sound Direction Estimation With Bilateral Cochlear Implants

Journal

TRENDS IN HEARING
Volume 19, Issue -, Pages -

Publisher

SAGE PUBLICATIONS INC
DOI: 10.1177/2331216515616378

Keywords

cochlear implant; bilateral; head-related transfer function; interaural level difference; lateral superior olive; localization; direction of arrival

Funding

  1. European Union under ABCIT [304912]

Ask authors/readers for more resources

Users of bilateral cochlear implants (CIs) show above-chance performance in localizing the source of a sound in the azimuthal (horizontal) plane; although localization errors are far worse than for normal-hearing listeners, they are considerably better than for CI listeners with only one implant. In most previous studies, subjects had access to interaural level differences and to interaural time differences conveyed in the temporal envelope. Here, we present a binaural model that predicts the azimuthal direction of sound arrival from a two-channel input signal as it is received at the left and right CI processor. The model includes a replication of a clinical speech-coding strategy, a model of the electrode-nerve interface and binaural brainstem neurons, and three different prediction stages that are trained to map the neural response rate to an azimuthal angle. The model is trained and tested with various noise and speech stimuli created by means of virtual acoustics. Localization error patterns of the model match experimental data and are explicable largely in terms of the nonmonotonic relationship between interaural level difference and azimuthal angle.

Authors

I am an author on this paper
Click your name to claim this paper and add it to your profile.

Reviews

Primary Rating

4.4
Not enough ratings

Secondary Ratings

Novelty
-
Significance
-
Scientific rigor
-
Rate this paper

Recommended

Article Audiology & Speech-Language Pathology

Combination of binaural and harmonic masking release effects in the detection of a single component in complex tones

Martin Klein-Hennig, Mathias Dietz, Volker Hohmann

HEARING RESEARCH (2018)

Article Audiology & Speech-Language Pathology

A framework for testing and comparing binaural models

Mathias Dietz, Jean-Hugues Lestang, Piotr Majdak, Richard M. Stern, Torsten Marquardt, Stephan D. Ewert, William M. Hartmann, Dan P. M. Goodman

HEARING RESEARCH (2018)

Article Acoustics

Neural rate difference model can account for lateralization of high-frequency stimuli

Jonas Klug, Lisa Schmors, Go Ashida, Mathias Dietz

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2020)

Article Neurosciences

Auditory Brainstem Models: Adapting Cochlear Nuclei Improve Spatial Encoding by the Medial Superior Olive in Reverberation

Andrew Brughera, Jason Mikiel-Hunter, Mathias Dietz, David McAlpine

Summary: This study investigates the mechanism behind the emphasis of ITD cues in early-arriving sound in the auditory process, revealing a higher ITD transmission weight in 600 Hz sound. The model experiments suggest that adaptation and binaural coincidence detection within MSO neurons play crucial roles in this process.

JARO-JOURNAL OF THE ASSOCIATION FOR RESEARCH IN OTOLARYNGOLOGY (2021)

Article Acoustics

Influence of envelope fluctuation on the lateralization of interaurally delayed low-frequency stimuli

Joerg Encke, Mathias Dietz

Summary: This study demonstrates that smaller bandwidths are needed to resolve phase ambiguity more effectively when handling differences in envelope fluctuation. By integrating cross-frequency information and binaural timing information conveyed within a single frequency channel, phase ambiguity can be better resolved.

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2021)

Article Neurosciences

Simulation of ITD-Dependent Single-Neuron Responses Under Electrical Stimulation and with Amplitude-Modulated Acoustic Stimuli

Hongmei Hu, Jonas Klug, Mathias Dietz

Summary: The sensitivity to interaural time difference (ITD) is similar for cochlear implant stimulation and conventional acoustic stimulation. This similarity is likely due to the dominant mechanism of robust excitatory-inhibitory (EI) interaction. By connecting a single EI-model neuron to models of the normal auditory periphery and electrically stimulated auditory nerve, the study was able to capture the response properties of electric stimulation and understand the binaural hearing abilities with electric stimulation.

JARO-JOURNAL OF THE ASSOCIATION FOR RESEARCH IN OTOLARYNGOLOGY (2022)

Article Acoustics

Lower interaural coherence in off-signal bands impairs binaural detection

Bernhard Eurich, Joerg Encke, Stephan D. Ewert, Mathias Dietz

Summary: Differences in interaural phase configuration can result in significant binaural unmasking, which can be reduced by interaural time difference (ITD) in masking noises. Adding a second noise with opposing ITD further decreases binaural unmasking. This study proposes a quantitative multi-channel model that explains this reduction by utilizing monaurally derived peripheral filter bandwidths and across-channel incoherence interference mechanism.

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2022)

Article Biology

A hemispheric two-channel code accounts for binaural unmasking in humans

Joerg Encke, Mathias Dietz

Summary: A new sound localization model based on encoding temporal fluctuations within two hemispheric channels is capable of explaining a wide range of psychoacoustic experiments. The model suggests that binaural unmasking is achieved through the encoding of interaural differences in neuronal activity. By applying the model to numerous experiments, it successfully accounts for the majority of variance. This research is an important step towards a unified understanding of binaural unmasking and the encoding of interaural differences.

COMMUNICATIONS BIOLOGY (2022)

Article Acoustics

Frequency dependence of sensitivity to interaural phase differences in pure tones

Jonas Klug, Mathias Dietz

Summary: In normal-hearing humans, the threshold of interaural time differences for pure tones increases dramatically above 1300Hz and becomes unmeasurable above 1400Hz. Published data only report thresholds at certain proportions correct but do not provide information about the decline of proportions correct or the sensitivity index d' with increasing frequencies. Behavioral data obtained with a constant stimulus procedure show that proportions correct were above 0.9 at 1300Hz and virtually no sensitivity was observed at 1500Hz.

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2022)

Article Acoustics

Fast binaural processing but sluggish masker representation reconfiguration

Bernhard Eurich, Mathias Dietz

Summary: The perceptual organization of complex acoustic scenes requires fast binaural processing for accurate localization or lateralization. This study investigates the ability to detect rapid binaural oscillations and suggests a model with fast interaural phase difference encoding but a slower process of updating the internal representation of the masker interaural phase difference statistics to explain both fast and sluggish categories of experiments.

JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA (2023)

Article Acoustics

Characterization of the decline in auditory nerve phase locking at high frequencies

Jonas Klug, Joerg Encke, Mathias Dietz

Summary: The frequency dependence of phase locking in the auditory nerve impacts auditory coding mechanisms. The decline in phase locking as frequency increases is commonly explained by a low-pass filter. This study compares fitted low-pass filter parameters with the actual rate of phase locking decline, finding a consistent decline of 40 dB per decade, resembling a second order filter's asymptotic decline.

JASA EXPRESS LETTERS (2023)

Article Acoustics

A model framework for simulating spatial hearing of bilateral cochlear implant users

Hongmei Hu, Sebastian A. Ausili, Ben Williges, Jonas Klug, Rebecca C. Felsheim, Deborah Vickers, Mathias Dietz

Summary: Bilateral cochlear implants greatly improve spatial hearing acuity for CI users, but there are still gaps compared to normal-hearing listeners. Multiple factors, including degraded cues and impaired neurons, limit the binaural hearing with CIs. Computer models can help quantify these factors, but the combination of models often does not provide a comprehensive simulation of perception.

ACTA ACUSTICA (2023)

Article Audiology & Speech-Language Pathology

Considerations for Fitting Cochlear Implants Bimodally and to the Single-Sided Deaf

Sabrina H. Pieper, Noura Hamze, Stefan Brill, Sabine Hochmuth, Mats Exter, Marek Polak, Andreas Radeloff, Michael Buschermoehle, Mathias Dietz

Summary: When using a cochlear implant in one ear and acoustically listening in the other ear, the binaural benefits and spatial hearing abilities are generally poorer compared to other bilateral stimulation setups. Mismatch in latency, frequency, and level between the two ears can lead to perceptual consequences. Various strategies for compensating mismatch have been explored, but achieving comprehensive mismatch compensation is challenging.

TRENDS IN HEARING (2022)

Article Acoustics

Tone detection thresholds in interaurally delayed noise of different bandwidths

Mathias Dietz, Joerg Encke, Kristin Bracklo, Stephan D. Ewert

Summary: The study found that differences in interaural phase between noise and target tone can improve detection thresholds. The masking release for detecting an antiphasic tone in diotic noise decreases gradually with interaural time delay, attributed to reduced interaural coherence of the noise. Reducing noise bandwidth increases masking release for an 8-ms ITD, while wider bandwidth noises show no significant difference in masking release.

ACTA ACUSTICA (2021)

Article Acoustics

Model-based selection of most informative diagnostic tests and test parameters

Sven Herrmann, Mathias Dietz

Summary: The article discusses the complexity of relating experimental data to individual physiology or pathology, and proposes a likelihood-based fitting procedure to provide confidence intervals for model parameters.

ACTA ACUSTICA (2021)

No Data Available