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Klingel M, Singhal U, Seitz AR, Kopčo N. Binaural-cue reweighting induced by discrimination training. Atten Percept Psychophys 2025:10.3758/s13414-025-03082-x. [PMID: 40369364 DOI: 10.3758/s13414-025-03082-x] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/16/2025] [Indexed: 05/16/2025]
Abstract
When localizing sounds, listeners combine the two binaural cues interaural time and level difference (ITD and ILD). The relative weight assigned to each cue is frequency dependent, with ITDs dominating at low and ILDs at high frequencies. However, this weighting changes (e.g., depending on room reverberation or cue reliability). To achieve better spatial hearing in various listener populations, changing the weighting might be advantageous. Previous studies showed that such changes can be induced (e.g., using a lateralization training with visual reinforcement in virtual reality). Here, a new training procedure is introduced, based on a simple auditory-only discrimination task. An experiment evaluated the procedure, consisting of a pretest, three training sessions, and a posttest. Subjects were divided into three groups-one trained by reinforcing the ILDs, one by reinforcing the ITDs, and one no-training control. The training consisted of an adaptive staircase of relative discrimination trials. Stimuli were two consecutive narrow-band noise bursts (2-4 kHz), each presented with a different combination of ITD and ILD. Participants' task was to indicate the perceived location of the second noise burst versus the first. During training, feedback was provided requiring the subject to imagine the sound moving in the trained cue's direction. We observed an increase in reinforced-cue weight for both training groups, but not in the control group, that continued during all three training sessions. Thus, this training method is effective for reweighting in both directions. Moreover, it is individualized, and, since it does not rely on sophisticated equipment, it can be easily accessible for a range of listeners.
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Affiliation(s)
- Maike Klingel
- Acoustics Research Institute, Austrian Academy of Sciences, Vienna, Austria
- Pavol Jozef Šafárik University, Košice, Slovakia
| | - Udbhav Singhal
- Pavol Jozef Šafárik University, Košice, Slovakia
- Northeastern University, Boston, MA, USA
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2
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Dennison SR, Thakkar T, Kan A, Svirsky MA, Azadpour M, Litovsky RY. A Mixed-Rate Strategy on a Bilaterally-Synchronized Cochlear Implant Processor Offering the Opportunity to Provide Both Speech Understanding and Interaural Time Difference Cues. J Clin Med 2024; 13:1917. [PMID: 38610682 PMCID: PMC11012985 DOI: 10.3390/jcm13071917] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/12/2024] [Revised: 03/19/2024] [Accepted: 03/21/2024] [Indexed: 04/14/2024] Open
Abstract
Background/Objective: Bilaterally implanted cochlear implant (CI) users do not consistently have access to interaural time differences (ITDs). ITDs are crucial for restoring the ability to localize sounds and understand speech in noisy environments. Lack of access to ITDs is partly due to lack of communication between clinical processors across the ears and partly because processors must use relatively high rates of stimulation to encode envelope information. Speech understanding is best at higher stimulation rates, but sensitivity to ITDs in the timing of pulses is best at low stimulation rates. Methods: We implemented a practical "mixed rate" strategy that encodes ITD information using a low stimulation rate on some channels and speech information using high rates on the remaining channels. The strategy was tested using a bilaterally synchronized research processor, the CCi-MOBILE. Nine bilaterally implanted CI users were tested on speech understanding and were asked to judge the location of a sound based on ITDs encoded using this strategy. Results: Performance was similar in both tasks between the control strategy and the new strategy. Conclusions: We discuss the benefits and drawbacks of the sound coding strategy and provide guidelines for utilizing synchronized processors for developing strategies.
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Affiliation(s)
| | - Tanvi Thakkar
- Department of Psychology, University of Wisconsin-La Crosse, La Crosse, WI 54601, USA;
| | - Alan Kan
- School of Engineering, Macquarie University, Sydney, NSW 2109, Australia;
| | - Mario A. Svirsky
- Department of Otolaryngology, New York University, New York, NY 10016, USA; (M.A.S.); (M.A.)
| | - Mahan Azadpour
- Department of Otolaryngology, New York University, New York, NY 10016, USA; (M.A.S.); (M.A.)
| | - Ruth Y. Litovsky
- Waisman Center, University of Wisconsin-Madison, Madison, WI 53706, USA;
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3
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Mecklenburg DJ, Graham PL, James CJ. Relationships Between Speech, Spatial and Qualities of Hearing Short Form SSQ12 Item Scores and their Use in Guiding Rehabilitation for Cochlear Implant Recipients. Trends Hear 2024; 28:23312165231224643. [PMID: 38361477 PMCID: PMC10874150 DOI: 10.1177/23312165231224643] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Revised: 12/14/2023] [Accepted: 12/18/2023] [Indexed: 02/17/2024] Open
Abstract
Cochlear implantation successfully improves hearing in most adult recipients. However, in rare cases, post-implant rehabilitation is required to maximize benefit. The primary aim of this investigation was to test if self-reports by cochlear implant users indicate the need for post-implant rehabilitation. Listening performance was assessed with the Speech, Spatial and Qualities short-form SSQ12, which was self-administered via a web-based survey. Subjects included over 2000 adult bilateral or unilateral cochlear implant users with at least one year of experience. A novel application of regression tree analysis identified core SSQ12 items that serve as first steps in establishing a plan for further rehabilitation: items 1, 8, and 11 dealing with single-talker situations, loudness perception, and clarity, respectively. Further regression and classification tree analyses revealed that SSQ12 item scores were weakly related to age, degree of tinnitus, and use of bilateral versus unilateral implants. Conversely, SSQ12 scores were strongly associated with self-rated satisfaction and confidence in using their cochlear implant. The SSQ12 total scores did not vary significantly over 1-9 or more years' experience. These findings suggest that the SSQ12 may be a useful tool to guide rehabilitation at any time after cochlear implantation. Identification of poor performance may have implications for timely management to improve the outcomes, through various techniques such as device fitting adjustments, counseling, active sound exposure, and training spatial hearing.
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Affiliation(s)
| | - Petra L. Graham
- School of Mathematical and Physical Sciences, Macquarie University, North Ryde, Australia
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4
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Lindenbeck MJ, Majdak P, Laback B. Effects of Monaural Temporal Electrode Asynchrony and Channel Interactions in Bilateral and Unilateral Cochlear-Implant Stimulation. Trends Hear 2024; 28:23312165241271340. [PMID: 39215517 PMCID: PMC11382250 DOI: 10.1177/23312165241271340] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/04/2024] Open
Abstract
Timing cues such as interaural time differences (ITDs) and temporal pitch are pivotal for sound localization and source segregation, but their perception is degraded in cochlear-implant (CI) listeners as compared to normal-hearing listeners. In multi-electrode stimulation, intra-aural channel interactions between electrodes are assumed to be an important factor limiting access to those cues. The monaural asynchrony of stimulation timing across electrodes is assumed to mediate the amount of these interactions. This study investigated the effect of the monaural temporal electrode asynchrony (mTEA) between two electrodes, applied similarly in both ears, on ITD-based left/right discrimination sensitivity in five CI listeners, using pulse trains with 100 pulses per second and per electrode. Forward-masked spatial tuning curves were measured at both ears to find electrode separations evoking controlled degrees of across-electrode masking. For electrode separations smaller than 3 mm, results showed an effect of mTEA. Patterns were u/v-shaped, consistent with an explanation in terms of the effective pulse rate that appears to be subject to the well-known rate limitation in electric hearing. For separations larger than 7 mm, no mTEA effects were observed. A comparison to monaural rate-pitch discrimination in a separate set of listeners and in a matched setup showed no systematic differences between percepts. Overall, an important role of the mTEA in both binaural and monaural dual-electrode stimulation is consistent with a monaural pulse-rate limitation whose effect is mediated by channel interactions. Future CI stimulation strategies aiming at improved timing-cue encoding should minimize the stimulation delay between nearby electrodes that need to be stimulated successively.
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Affiliation(s)
| | - Piotr Majdak
- Acoustics Research Institute, Austrian Academy of Sciences, Vienna, Austria
| | - Bernhard Laback
- Acoustics Research Institute, Austrian Academy of Sciences, Vienna, Austria
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5
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Dennison SR, Thakkar T, Kan A, Litovsky RY. Lateralization of binaural envelope cues measured with a mobile cochlear-implant research processora). THE JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA 2023; 153:3543-3558. [PMID: 37390320 PMCID: PMC10314808 DOI: 10.1121/10.0019879] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/18/2022] [Revised: 06/09/2023] [Accepted: 06/09/2023] [Indexed: 07/02/2023]
Abstract
Bilateral cochlear implant (BICI) listeners do not have full access to the binaural cues that normal hearing (NH) listeners use for spatial hearing tasks such as localization. When using their unsynchronized everyday processors, BICI listeners demonstrate sensitivity to interaural level differences (ILDs) in the envelopes of sounds, but interaural time differences (ITDs) are less reliably available. It is unclear how BICI listeners use combinations of ILDs and envelope ITDs, and how much each cue contributes to perceived sound location. The CCi-MOBILE is a bilaterally synchronized research processor with the untested potential to provide spatial cues to BICI listeners. In the present study, the CCi-MOBILE was used to measure the ability of BICI listeners to perceive lateralized sound sources when single pairs of electrodes were presented amplitude-modulated stimuli with combinations of ILDs and envelope ITDs. Young NH listeners were also tested using amplitude-modulated high-frequency tones. A cue weighting analysis with six BICI and ten NH listeners revealed that ILDs contributed more than envelope ITDs to lateralization for both groups. Moreover, envelope ITDs contributed to lateralization for NH listeners but had negligible contribution for BICI listeners. These results suggest that the CCi-MOBILE is suitable for binaural testing and developing bilateral processing strategies.
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Affiliation(s)
| | - Tanvi Thakkar
- University of Wisconsin-La Crosse, La Crosse, Wisconsin 54601, USA
| | - Alan Kan
- Macquarie University, Macquarie Park, New South Wales, Australia
| | - Ruth Y Litovsky
- University of Wisconsin-Madison, Madison, Wisconsin 53711, USA
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6
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Buck AN, Buchholz S, Schnupp JW, Rosskothen-Kuhl N. Interaural time difference sensitivity under binaural cochlear implant stimulation persists at high pulse rates up to 900 pps. Sci Rep 2023; 13:3785. [PMID: 36882473 PMCID: PMC9992369 DOI: 10.1038/s41598-023-30569-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2022] [Accepted: 02/27/2023] [Indexed: 03/09/2023] Open
Abstract
Spatial hearing remains one of the major challenges for bilateral cochlear implant (biCI) users, and early deaf patients in particular are often completely insensitive to interaural time differences (ITDs) delivered through biCIs. One popular hypothesis is that this may be due to a lack of early binaural experience. However, we have recently shown that neonatally deafened rats fitted with biCIs in adulthood quickly learn to discriminate ITDs as well as their normal hearing litter mates, and perform an order of magnitude better than human biCI users. Our unique behaving biCI rat model allows us to investigate other possible limiting factors of prosthetic binaural hearing, such as the effect of stimulus pulse rate and envelope shape. Previous work has indicated that ITD sensitivity may decline substantially at the high pulse rates often used in clinical practice. We therefore measured behavioral ITD thresholds in neonatally deafened, adult implanted biCI rats to pulse trains of 50, 300, 900 and 1800 pulses per second (pps), with either rectangular or Hanning window envelopes. Our rats exhibited very high sensitivity to ITDs at pulse rates up to 900 pps for both envelope shapes, similar to those in common clinical use. However, ITD sensitivity declined to near zero at 1800 pps, for both Hanning and rectangular windowed pulse trains. Current clinical cochlear implant (CI) processors are often set to pulse rates ≥ 900 pps, but ITD sensitivity in human CI listeners has been reported to decline sharply above ~ 300 pps. Our results suggest that the relatively poor ITD sensitivity seen at > 300 pps in human CI users may not reflect the hard upper limit of biCI ITD performance in the mammalian auditory pathway. Perhaps with training or better CI strategies good binaural hearing may be achievable at pulse rates high enough to allow good sampling of speech envelopes while delivering usable ITDs.
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Affiliation(s)
- Alexa N Buck
- Department of Neuroscience, City University of Hong Kong, Kowloon Tong, Hong Kong SAR, China.,City University of Hong Kong Shenzhen Research Institute, Shenzhen, China.,Plasticity of Central Auditory Circuits, Institut de l'Audition, Institut Pasteur, Paris, France
| | - Sarah Buchholz
- Neurobiological Research Laboratory, Section of Clinical and Experimental Otology, Department of Oto-Rhino-Laryngology, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Killianst. 5, 79106, Freiburg im Breisgau, Germany
| | - Jan W Schnupp
- Department of Neuroscience, City University of Hong Kong, Kowloon Tong, Hong Kong SAR, China.,City University of Hong Kong Shenzhen Research Institute, Shenzhen, China
| | - Nicole Rosskothen-Kuhl
- Department of Neuroscience, City University of Hong Kong, Kowloon Tong, Hong Kong SAR, China. .,Neurobiological Research Laboratory, Section of Clinical and Experimental Otology, Department of Oto-Rhino-Laryngology, Faculty of Medicine, Medical Center-University of Freiburg, University of Freiburg, Killianst. 5, 79106, Freiburg im Breisgau, Germany. .,Bernstein Center Freiburg and Faculty of Biology, University of Freiburg, Freiburg, Germany.
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7
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Sharma S, H.M. Mens L, F.M. Snik A, van Opstal AJ, van Wanrooij MM. Hearing Asymmetry Biases Spatial Hearing in Bimodal Cochlear-Implant Users Despite Bilateral Low-Frequency Hearing Preservation. Trends Hear 2023; 27:23312165221143907. [PMID: 36605011 PMCID: PMC9829999 DOI: 10.1177/23312165221143907] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2021] [Revised: 11/12/2022] [Accepted: 11/18/2022] [Indexed: 01/07/2023] Open
Abstract
Many cochlear implant users with binaural residual (acoustic) hearing benefit from combining electric and acoustic stimulation (EAS) in the implanted ear with acoustic amplification in the other. These bimodal EAS listeners can potentially use low-frequency binaural cues to localize sounds. However, their hearing is generally asymmetric for mid- and high-frequency sounds, perturbing or even abolishing binaural cues. Here, we investigated the effect of a frequency-dependent binaural asymmetry in hearing thresholds on sound localization by seven bimodal EAS listeners. Frequency dependence was probed by presenting sounds with power in low-, mid-, high-, or mid-to-high-frequency bands. Frequency-dependent hearing asymmetry was present in the bimodal EAS listening condition (when using both devices) but was also induced by independently switching devices on or off. Using both devices, hearing was near symmetric for low frequencies, asymmetric for mid frequencies with better hearing thresholds in the implanted ear, and monaural for high frequencies with no hearing in the non-implanted ear. Results show that sound-localization performance was poor in general. Typically, localization was strongly biased toward the better hearing ear. We observed that hearing asymmetry was a good predictor for these biases. Notably, even when hearing was symmetric a preferential bias toward the ear using the hearing aid was revealed. We discuss how frequency dependence of any hearing asymmetry may lead to binaural cues that are spatially inconsistent as the spectrum of a sound changes. We speculate that this inconsistency may prevent accurate sound-localization even after long-term exposure to the hearing asymmetry.
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Affiliation(s)
- Snandan Sharma
- Department of Biophysics, Radboud
University, Donders Institute for
Brain, Cognition and Behavior, Nijmegen, The
Netherlands
| | - Lucas H.M. Mens
- Department of Otorhinolaryngology, Radboud University Medical
Centre, Donders Institute for
Brain, Cognition and Behavior, Nijmegen, The
Netherlands
| | - Ad F.M. Snik
- Department of Biophysics, Radboud
University, Donders Institute for
Brain, Cognition and Behavior, Nijmegen, The
Netherlands
| | - A. John van Opstal
- Department of Biophysics, Radboud
University, Donders Institute for
Brain, Cognition and Behavior, Nijmegen, The
Netherlands
| | - Marc M. van Wanrooij
- Department of Biophysics, Radboud
University, Donders Institute for
Brain, Cognition and Behavior, Nijmegen, The
Netherlands
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8
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Laback B. Contextual Lateralization Based on Interaural Level Differences Is Preshaped by the Auditory Periphery and Predominantly Immune Against Sequential Segregation. Trends Hear 2023; 27:23312165231171988. [PMID: 37161352 PMCID: PMC10185981 DOI: 10.1177/23312165231171988] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/15/2022] [Revised: 04/06/2023] [Accepted: 04/10/2023] [Indexed: 05/11/2023] Open
Abstract
The perceived azimuth of a target sound is determined by the interaural time difference and the interaural level difference (ILD) and is subject to contextual effects from precursor sounds. This study characterized ILD-based precursor effects (PEs) for high-frequency stimuli in a total of seven normal-hearing listeners. In Experiment 1, precursor and target were band-pass-filtered noises approximately centered at 4 kHz (1.2- and 1-octave bandwidth, respectively) separated by a 10-ms gap. The effects of precursor location (ipsilateral, contralateral, and central) on the perceived target azimuth were measured using a head-pointing task. Relative to control trials without a precursor, ipsilateral precursors biased the perceived target azimuth toward midline (medial bias) and contralateral precursors biased it contralaterally (lateral bias). Central precursors caused a symmetric lateral bias. An auditory periphery model that determines the "internal" ILD at the auditory nerve level, including either realistic efferent compression control or auditory nerve adaptation, explained about 50% of the variance in the PEs. These within-trial PEs were accompanied by an across-trial PE, inducing medial bias. Experiment 2 studied the role of sequential segregation in the within-trial PE by introducing a pitch difference between precursor and target. Segregation conditions caused increased PE for ipsilateral, no effect for contralateral, and either no effect or reduced PE for central precursors. Overall, the ILD-based within-trial PE appears to be preshaped already in the auditory periphery and the mechanism underlying at least the ipsilateral PE appears to be immune against sequential segregation.
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Affiliation(s)
- Bernhard Laback
- Austrian Academy of Sciences, Acoustics Research Institute,
Vienna, Austria
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9
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Klingel M, Laback B. Binaural-cue Weighting and Training-Induced Reweighting Across Frequencies. Trends Hear 2022; 26:23312165221104872. [PMID: 35791626 PMCID: PMC9272187 DOI: 10.1177/23312165221104872] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022] Open
Abstract
During sound lateralization, the information provided by interaural differences in time (ITD) and level (ILD) is weighted, with ITDs and ILDs dominating for low and high frequencies, respectively. For mid frequencies, the weighting between these binaural cues can be changed via training. The present study investigated whether binaural-cue weights change gradually with increasing frequency region, whether they can be changed in various frequency regions, and whether such binaural-cue reweighting generalizes to untrained frequencies. In two experiments, a total of 39 participants lateralized 500-ms, 1/3-octave-wide noise bursts containing various ITD/ILD combinations in a virtual audio-visual environment. Binaural-cue weights were measured before and after a 2-session training in which, depending on the group, either ITDs or ILDs were visually reinforced. In experiment 1, four frequency bands (centered at 1000, 1587, 2520, and 4000 Hz) and a multiband stimulus comprising all four bands were presented during weight measurements. During training, only the 1000-, 2520-, and 4000-Hz bands were presented. In experiment 2, the weight measurements only included the two mid-frequency bands, while the training only included the 1587-Hz band. ILD weights increased gradually from low- to high-frequency bands. When ILDs were reinforced during training, they increased for the 4000- (experiment 1) and 2520-Hz band (experiment 2). When ITDs were reinforced, ITD weights increased only for the 1587-Hz band (at specific azimuths). This suggests that ILD reweighting requires high, and ITD reweighting requires low frequencies without including frequency regions providing fine-structure ITD cues. The changes in binaural-cue weights were independent of the trained bands, suggesting some generalization of binaural-cue reweighting.
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Affiliation(s)
- Maike Klingel
- Department of Cognition, Emotion, and Methods in Psychology, Faculty of Psychology, 27258University of Vienna, Wien, Austria.,Acoustics Research Institute, Austrian Academy of Sciences, Wien, Austria
| | - Bernhard Laback
- Acoustics Research Institute, Austrian Academy of Sciences, Wien, Austria
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10
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Reweighting of Binaural Localization Cues in Bilateral Cochlear-Implant Listeners. J Assoc Res Otolaryngol 2021; 23:119-136. [PMID: 34812980 PMCID: PMC8782964 DOI: 10.1007/s10162-021-00821-3] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2021] [Accepted: 10/13/2021] [Indexed: 11/24/2022] Open
Abstract
Normal-hearing (NH) listeners rely on two binaural cues, the interaural time (ITD) and level difference (ILD), for azimuthal sound localization. Cochlear-implant (CI) listeners, however, rely almost entirely on ILDs. One reason is that present-day clinical CI stimulation strategies do not convey salient ITD cues. But even when presenting ITDs under optimal conditions using a research interface, ITD sensitivity is lower in CI compared to NH listeners. Since it has recently been shown that NH listeners change their ITD/ILD weighting when only one of the cues is consistent with visual information, such reweighting might add to CI listeners’ low perceptual contribution of ITDs, given their daily exposure to reliable ILDs but unreliable ITDs. Six bilateral CI listeners completed a multi-day lateralization training visually reinforcing ITDs, flanked by a pre- and post-measurement of ITD/ILD weights without visual reinforcement. Using direct electric stimulation, we presented 100- and 300-pps pulse trains at a single interaurally place-matched electrode pair, conveying ITDs and ILDs in various spatially consistent and inconsistent combinations. The listeners’ task was to lateralize the stimuli in a virtual environment. Additionally, ITD and ILD thresholds were measured before and after training. For 100-pps stimuli, the lateralization training increased the contribution of ITDs slightly, but significantly. Thresholds were neither affected by the training nor correlated with weights. For 300-pps stimuli, ITD weights were lower and ITD thresholds larger, but there was no effect of training. On average across test sessions, adding azimuth-dependent ITDs to stimuli containing ILDs increased the extent of lateralization for both 100- and 300-pps stimuli. The results suggest that low-rate ITD cues, robustly encoded with future CI systems, may be better exploitable for sound localization after increasing their perceptual weight via training.
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