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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Audiol. Otol.</journal-id>
<journal-title-group>
<journal-title>Frontiers in Audiology and Otology</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Audiol. Otol.</abbrev-journal-title>
</journal-title-group>
<issn pub-type="epub">2813-6055</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fauot.2026.1771617</article-id>
<article-version article-version-type="Version of Record" vocab="NISO-RP-8-2008"/>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Original Research</subject>
</subj-group>
</article-categories>
<title-group>
<article-title>Enhanced interaural separation improves spatial release from masking in bilateral bone conduction hearing</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Stenfelt</surname> <given-names>Stefan</given-names></name>
<xref ref-type="aff" rid="aff1"/>
<xref ref-type="corresp" rid="c001"><sup>&#x0002A;</sup></xref>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Conceptualization" vocab-term-identifier="https://credit.niso.org/contributor-roles/conceptualization/">Conceptualization</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Formal analysis" vocab-term-identifier="https://credit.niso.org/contributor-roles/formal-analysis/">Formal analysis</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Funding acquisition" vocab-term-identifier="https://credit.niso.org/contributor-roles/funding-acquisition/">Funding acquisition</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Methodology" vocab-term-identifier="https://credit.niso.org/contributor-roles/methodology/">Methodology</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Supervision" vocab-term-identifier="https://credit.niso.org/contributor-roles/supervision/">Supervision</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; original draft" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-original-draft/">Writing &#x2013; original draft</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x00026; editing</role>
<uri xlink:href="https://loop.frontiersin.org/people/100899"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Jalalkamali</surname> <given-names>Hoda</given-names></name>
<xref ref-type="aff" rid="aff1"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Data curation" vocab-term-identifier="https://credit.niso.org/contributor-roles/data-curation/">Data curation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Validation" vocab-term-identifier="https://credit.niso.org/contributor-roles/validation/">Validation</role>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Writing &#x2013; review &amp; editing" vocab-term-identifier="https://credit.niso.org/contributor-roles/writing-review-editing/">Writing &#x2013; review &#x00026; editing</role>
<uri xlink:href="https://loop.frontiersin.org/people/3396029"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Surendran</surname> <given-names>Sudeep</given-names></name>
<xref ref-type="aff" rid="aff1"/>
<role vocab="credit" vocab-identifier="https://credit.niso.org/" vocab-term="Investigation" vocab-term-identifier="https://credit.niso.org/contributor-roles/investigation/">Investigation</role>
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<uri xlink:href="https://loop.frontiersin.org/people/3323243"/>
</contrib>
</contrib-group>
<aff id="aff1"><institution>Department of Biomedical and Clinical Sciences, Link&#x000F6;ping University</institution>, <city>Link&#x000F6;ping</city>, <country country="se">Sweden</country></aff>
<author-notes>
<corresp id="c001"><label>&#x0002A;</label>Correspondence: Stefan Stenfelt, <email xlink:href="mailto:Stefan.stenfelt@liu.se">Stefan.stenfelt@liu.se</email></corresp>
</author-notes>
<pub-date publication-format="electronic" date-type="pub" iso-8601-date="2026-02-26">
<day>26</day>
<month>02</month>
<year>2026</year>
</pub-date>
<pub-date publication-format="electronic" date-type="collection">
<year>2026</year>
</pub-date>
<volume>4</volume>
<elocation-id>1771617</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>12</month>
<year>2025</year>
</date>
<date date-type="rev-recd">
<day>29</day>
<month>01</month>
<year>2026</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>02</month>
<year>2026</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x000A9; 2026 Stenfelt, Jalalkamali and Surendran.</copyright-statement>
<copyright-year>2026</copyright-year>
<copyright-holder>Stenfelt, Jalalkamali and Surendran</copyright-holder>
<license>
<ali:license_ref start_date="2026-02-26">https://creativecommons.org/licenses/by/4.0/</ali:license_ref>
<license-p>This is an open-access article distributed under the terms of the <ext-link ext-link-type="uri" xlink:href="https://creativecommons.org/licenses/by/4.0/">Creative Commons Attribution License (CC BY)</ext-link>. The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</license-p>
</license>
</permissions>
<abstract>
<sec>
<title>Objectives</title>
<p>Bone conduction (BC) stimulation inherently produces low interaural separation due to cross-head transmission, which limits binaural benefits when BC stimulation is applied bilaterally. This study aimed to determine the improvement in binaural hearing from attenuation of BC cross-head transmission, as quantified by spatial release from masking (SRM), and to compare these outcomes with bilateral air-conduction (AC) stimulation.</p></sec>
<sec>
<title>Methods</title>
<p>Twenty normal-hearing adults participated. BC stimulation was simulated using AC headphones combined with an averaged cross-head transmission model representative of mastoid stimulation. Speech-in-noise performance was measured using the Swedish Matrix Test. SRM was calculated as the difference in speech reception thresholds between co-located speech and noise (S<sub>0</sub>N<sub>0</sub>) and spatially separated condition (S<sub>0</sub>N<sub>45</sub>). Four stimulation conditions were tested: AC stimulation, simulated BC with unattenuated cross-head transmission, and simulated BC with the same transmission attenuated by 5 dB and 10 dB.</p></sec>
<sec>
<title>Results</title>
<p>SRM increased systematically with increasing attenuation of BC cross-head transmission. Unattenuated BC stimulation produced the lowest SRM (mean 3.21 dB). Attenuation by 5 dB significantly improved SRM to 5.46 dB, while 10 dB attenuation further increased SRM to 6.47 dB. AC stimulation yielded the highest SRM (7.16 dB). SRM with 10 dB cross-head attenuation did not differ significantly from AC stimulation, whereas SRM with 5 dB cross-head attenuation remained significantly lower than AC.</p></sec>
<sec>
<title>Conclusion</title>
<p>Partial attenuation of BC cross-head transmission substantially improves binaural speech-in-noise performance. A reduction of 5 dB gives a meaningful binaural benefit, while a 10 dB reduction produces SRM comparable to bilateral AC stimulation. These findings indicate that robust attenuation, rather than precise cancellation, of BC cross-head transmission may be sufficient to enhance binaural hearing in bilateral BC applications.</p></sec></abstract>
<kwd-group>
<kwd>binaural hearing</kwd>
<kwd>bone conduction</kwd>
<kwd>cross-head transmission</kwd>
<kwd>interaural separation</kwd>
<kwd>spatial release from masking</kwd>
</kwd-group>
<funding-group>
<award-group id="gs1">
<funding-source id="sp1">
<institution-wrap>
<institution>Vetenskapsr&#x000E5;det</institution>
<institution-id institution-id-type="doi" vocab="open-funder-registry" vocab-identifier="10.13039/open_funder_registry">10.13039/501100004359</institution-id>
</institution-wrap>
</funding-source>
<award-id rid="sp1">VR 2021-05714</award-id>
</award-group>
<funding-statement>The author(s) declared that financial support was received for this work and/or its publication. This work was supported by Swedish Research Council (VR 2021-05714).</funding-statement>
</funding-group>
<counts>
<fig-count count="3"/>
<table-count count="1"/>
<equation-count count="0"/>
<ref-count count="57"/>
<page-count count="9"/>
<word-count count="6437"/>
</counts>
<custom-meta-group>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Technology and Innovation in Auditory Implants and Hearing Aids</meta-value>
</custom-meta>
</custom-meta-group>
</article-meta>
</front>
<body>
<sec sec-type="introduction" id="s1">
<label>1</label>
<title>Introduction</title>
<p>Bone conduction hearing aids (BCHAs) provide an important alternative for individuals who require hearing amplification but cannot benefit from conventional air conduction (AC) hearing aids (<xref ref-type="bibr" rid="B23">Maier et al., 2022</xref>; <xref ref-type="bibr" rid="B39">Stenfelt, 2011</xref>; <xref ref-type="bibr" rid="B43">Stenfelt and Goode, 2005a</xref>). Although BCHAs differ in placement, form factor, attachment method, and degree of soft-tissue involvement, all rely on transmission of bone-conducted (BC) vibrations through the skull to stimulate the cochleae (<xref ref-type="bibr" rid="B31">Rahne and Plontke, 2022</xref>; <xref ref-type="bibr" rid="B32">Reinfeldt et al., 2015</xref>). These design- and placement-related factors substantially affect the efficiency of cochlear stimulation and thereby influence the resulting auditory percept (<xref ref-type="bibr" rid="B8">Chang and Stenfelt, 2019</xref>). A fundamental characteristic of BC stimulation is its bilateral nature: stimulation at any single position on the skull typically activates both cochleae with only small interaural level and time differences (<xref ref-type="bibr" rid="B44">Stenfelt and Goode, 2005b</xref>; <xref ref-type="bibr" rid="B50">Surendran and Stenfelt, 2023</xref>). Reported interaural level differences for mastoid stimulation average between 0 and 10 dB and tend to increase with frequency, yet frequency-specific variability is considerable, with deviations up to &#x000B1;40 dB (<xref ref-type="bibr" rid="B40">Stenfelt, 2012</xref>; <xref ref-type="bibr" rid="B30">Prodanovic and Stenfelt, 2021</xref>; <xref ref-type="bibr" rid="B33">Reinfeldt et al., 2013</xref>). Moreover, stimulation position strongly affects interaural separation; positions closer to one cochlea yield greater separation, whereas positions near the midline produce minimal differences (<xref ref-type="bibr" rid="B44">Stenfelt and Goode, 2005b</xref>; <xref ref-type="bibr" rid="B12">Eeg-Olofsson et al., 2011</xref>; <xref ref-type="bibr" rid="B35">R&#x000F6;&#x000F6;sli et al., 2022</xref>).</p>
<p>This inherently low interaural separation is advantageous in applications where contralateral transmission is desired. For example, BCHAs are frequently used as contralateral routing of signal (CROS) devices for individuals with single-sided deafness, in which sound arriving at the deaf ear is captured and transmitted via BC pathways to the functioning cochlea (<xref ref-type="bibr" rid="B37">Stenfelt, 2005</xref>; <xref ref-type="bibr" rid="B3">Bosman et al., 2003</xref>). However, the same property poses challenges for binaural hearing when BC stimulation is applied bilaterally. Compared with bilateral AC stimulation, bilateral BCHA use often results in reduced access to binaural cues, manifested as poorer sound localization and reduced spatial release from masking (SRM) (<xref ref-type="bibr" rid="B36">Snapp et al., 2020</xref>; <xref ref-type="bibr" rid="B1">Agterberg et al., 2011</xref>; <xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B47">Stenfelt et al., 2024</xref>; <xref ref-type="bibr" rid="B57">Zeitooni et al., 2016</xref>). Because vibrations from one transducer propagate efficiently to both cochleae with minimal level and timing differences, the auditory system receives degraded interaural information, limiting the extraction of spatial cues (<xref ref-type="bibr" rid="B17">H&#x000E4;usler et al., 1983</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2023a</xref>; <xref ref-type="bibr" rid="B6">Canale et al., 2022</xref>).</p>
<p>To address this limitation, several approaches have attempted to reduce or cancel BC cross-head transmission in bilateral stimulation (<xref ref-type="bibr" rid="B51">Wang et al., 2023b</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>). Accurate estimation of the cross-head transmission function is essential for such compensation strategies. Cancellation-based measurements currently provide the most precise estimates of level and phase differences, but these procedures are time-consuming and offer only limited frequency resolution (<xref ref-type="bibr" rid="B50">Surendran and Stenfelt, 2023</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>). Alternative methods, such as lateralization tasks (<xref ref-type="bibr" rid="B34">Ren et al., 2025</xref>) or ear-canal sound pressure-based estimates (<xref ref-type="bibr" rid="B19">Irwansyah and Nakagawa, 2022</xref>), allow faster or higher-resolution measurements but suffer from limited accuracy because ear-canal pressure does not reliably reflect perceived BC sound (<xref ref-type="bibr" rid="B49">Surendran and Stenfelt, 2022</xref>). Emerging techniques using BC-evoked otoacoustic emissions show promise for deriving cross-head transmission functions more efficiently, although their reliability requires further validation (<xref ref-type="bibr" rid="B52">Wang et al., 2026a</xref>).</p>
<p>Once obtained, cross-head transmission estimates can be used to attenuate contralateral BC components and potentially restore access to binaural cues during bilateral BC stimulation. Initial experimental implementations have demonstrated improvements in sound localization and speech perception in noise, yet concerns remain regarding the long-term stability of such systems (<xref ref-type="bibr" rid="B51">Wang et al., 2023b</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>). Notably, it is still unclear how much attenuation of BC cross-head transmission is necessary to achieve meaningful binaural benefits, or to approximate the performance observed with bilateral AC stimulation.</p>
<p>The present study addresses this gap by evaluating the effect of controlled reductions in BC cross-head transmission on binaural hearing performance, quantified through SRM. Attenuation levels of 5 dB and 10 dB are examined during bilateral BC stimulation and compared with SRM obtained under bilateral AC conditions. This work aims to clarify the degree of cross-head attenuation required to enhance binaural function and to guide the development of future bilateral BC technologies.</p></sec>
<sec sec-type="materials|methods" id="s2">
<label>2</label>
<title>Materials and methods</title>
<sec>
<label>2.1</label>
<title>Ethics</title>
<p>The study was approved by the Swedish Ethical Review Authority (2020-01235). All participants provided written informed consent prior to participation and were informed of their right to withdraw from the study at any time without consequence. All procedures adhered to clinical standards and were conducted in accordance with relevant ethical guidelines and regulatory requirements.</p></sec>
<sec>
<label>2.2</label>
<title>Participants</title>
<p>The inclusion criteria required participants to have normal hearing, defined as AC thresholds of 20 dB HL or better at frequencies from 125 Hz to 8 kHz, and to have Swedish as their first language. Exclusion criteria included ongoing or past ear surgery and any known pathology that could affect skull anatomy.</p>
<p>Twenty-one volunteers were initially recruited. One volunteer had elevated high-frequency hearing thresholds (&#x0003E;20 dB HL) and was excluded. The final sample thus comprised 20 participants, of whom 4 were male, with a mean age of 24.3 years (SD = 6.7).</p></sec>
<sec>
<label>2.3</label>
<title>Measurement setup</title>
<p>To enable controlled manipulation of BC cross-head transmission, all experimental testing was performed using AC stimulation. Perceived BC hearing was simulated by applying an estimated cross-head transmission function. To avoid lengthy recording of individual cross-head transfer functions, an average cross-head transmission model was derived. Although several studies report perceptual estimates of cross-head transmission magnitude (<xref ref-type="bibr" rid="B40">Stenfelt, 2012</xref>; <xref ref-type="bibr" rid="B33">Reinfeldt et al., 2013</xref>; <xref ref-type="bibr" rid="B28">Nolan and Lyon, 1981</xref>), relatively few provide both magnitude and phase across a broad frequency range (<xref ref-type="bibr" rid="B50">Surendran and Stenfelt, 2023</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>). In the present study, cross-head transmission was simulated for mastoid placement of the BC transducers, using the average data reported in <xref ref-type="bibr" rid="B50">Surendran and Stenfelt (2023)</xref>. These data were available at one-third-octave center frequencies from 250 Hz to 4 kHz. Because the magnitude values in <xref ref-type="bibr" rid="B50">Surendran and Stenfelt (2023)</xref> were slightly higher than those reported in other perceptual studies (e.g., <xref ref-type="bibr" rid="B40">Stenfelt, 2012</xref>; <xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B25">Mcleod and Culling, 2017</xref>) the magnitude response was reduced by 3 dB to better align with those findings. The phase response reported in <xref ref-type="bibr" rid="B50">Surendran and Stenfelt (2023)</xref> was converted to the time domain to obtain the corresponding interaural time delay. The original magnitude and delay functions are shown in red in <xref ref-type="fig" rid="F1">Figure 1</xref>.</p>
<fig position="float" id="F1">
<label>Figure 1</label>
<caption><p><bold>(A)</bold> Transcranial attenuation function used to simulate cross-head transmission. The red curve shows the original perceptually derived attenuation data, and the blue curve shows the smoothed and frequency-extended function applied in the simulations. <bold>(B)</bold> Interaural time-delay function used to simulate cross-head transmission. The red curve represents the original delay data, and the blue curve shows the smoothed and frequency-extended function used to generate the finite impulse response filter.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fauot-04-1771617-g0001.tif">
<alt-text content-type="machine-generated">Two line graphs compare transcranial attenuation and time delay as functions of frequency from hundred Hertz to ten kiloHertz . Panel A shows attenuation in decibels, while Panel B shows time delay in milliseconds. Each graph contains a blue reference line and a red fluctuating line indicating variable experimental data.</alt-text>
</graphic>
</fig>
<p>To minimize spectral artifacts in the simulated cross-head transmission, both the magnitude and time-delay functions were smoothed and extended to cover the frequency range 100 Hz to 10 kHz (blue curves in <xref ref-type="fig" rid="F1">Figure 1</xref>). These extended frequency-domain functions were transformed to the time domain using an inverse Fourier transform, yielding an impulse response used to construct a finite impulse response (FIR) cross-head filter. The filter comprised 512 coefficients and was implemented at a sampling frequency of 44,100 Hz. BC cross-head transmission was simulated by adding the left-ear input to the right-ear input after filtering through the cross-head filter, and vice versa (<xref ref-type="fig" rid="F2">Figure 2</xref>). Thus, the cross-head transmission was assumed to be symmetric in the simulation.</p>
<fig position="float" id="F2">
<label>Figure 2</label>
<caption><p>Schematic illustration of the BC simulation setup. The source signal is split into left and right pathways and filtered through HRTFs to simulate sound transmission to each ear. Cross-head transmission is modeled by filtering each ear signal through the cross-head function (CH) and adding it to the contralateral pathway. The resulting signals are then delivered to the headphones for sound stimulation.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fauot-04-1771617-g0002.tif">
<alt-text content-type="machine-generated">Block diagram showing a source splitting into two paths, each passing through HRTF_LEFT and HRTF_RIGHT filters, then additional crossover channels CH_LEFT-RIGHT and CH_RIGHT-LEFT, with outputs summed and sent to left and right earphones.</alt-text>
</graphic>
</fig>
<p>Stimulation from different horizontal positions was simulated using head-related transfer functions (HRTFs) obtained from the MIT database (<xref ref-type="bibr" rid="B15">Gardner and Martin, 1994</xref>). These HRTFs were measured on the KEMAR manikin (<xref ref-type="bibr" rid="B5">Burkhard and Sachs, 1975</xref>); therefore, individualized HRTFs were not used. To simulate a specific source position, the left and right ear signals were convolved with the corresponding HRTF impulse responses (<xref ref-type="fig" rid="F2">Figure 2</xref>). Two source positions were used: 0&#x000B0; (front) and 45&#x000B0; to the left. For the 0&#x000B0; condition, the 0&#x000B0; HRTF was presented identically to both ears. For the 45&#x000B0; condition, the 45&#x000B0; HRTF was applied to the left ear and the &#x02212;45&#x000B0; HRTF to the right ear.</p>
<p>Pure-tone hearing thresholds were measured using an Interacoustics AC40 audiometer equipped with Radioear DD45 earphones. All speech-in-noise stimuli were computer generated and delivered via an external sound card (Focusrite Scarlett 2i2) to Sennheiser HDA 200 audiometric headphones at a sampling frequency of 44,100 Hz.</p></sec>
<sec>
<label>2.4</label>
<title>Procedure</title>
<p>Participants were seated comfortably in a sound-attenuated booth. Pure-tone hearing thresholds were measured first to verify that each participant met the inclusion criteria. Hearing-in-noise testing was then initiated.</p>
<p>Speech-in-noise performance was assessed using the Swedish Matrix Test (Hagerman sentences) (<xref ref-type="bibr" rid="B16">Hagerman, 1982</xref>). The test material consists of five-word sentences spoken by a female talker and presented in 10% modulated, speech-shaped noise. Although syntactically correct, the sentences have low semantic predictability. After each presentation, participants verbally repeated the words they perceived. The objective was to determine the speech-to-noise ratio (SNR) corresponding to 50% correct word recognition. Intelligibility data were fitted with a logistic regression model to generate a psychometric function, from which the 50%-correct SNR threshold was extracted (<xref ref-type="bibr" rid="B20">Jalalkamali et al., 2026</xref>).</p>
<p>SRM was calculated as the difference in SNR thresholds between conditions in which speech and noise were co-located vs. spatially separated. In the present study, co-location was achieved by presenting both speech and noise from the front (S<sub>0</sub>N<sub>0</sub>), whereas spatial separation was created by presenting speech from the front and noise 45&#x000B0; to the left (S<sub>0</sub>N<sub>45</sub>).</p>
<p>Each participant completed eight speech-in-noise tests, representing four stimulation conditions at two spatial configurations (S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub>). The stimulation conditions included one AC condition (no cross-head transmission) and three simulated BC conditions, each implementing a different magnitude of cross-head transmission:</p>
<list list-type="order">
<list-item><p>Simulated BC cross-head transmission as shown in <xref ref-type="fig" rid="F1">Figure 1</xref> (BC<sub>0dB</sub>).</p></list-item>
<list-item><p>Simulated BC cross-head transmission identical to Condition 1 but attenuated by 5 dB (BC<sub>5dB</sub>).</p></list-item>
<list-item><p>Simulated BC cross-head transmission identical to Condition 1 but attenuated by 10 dB (BC<sub>10dB</sub>).</p></list-item>
</list>
<p>Thus, the three BC simulations shared identical temporal characteristics but varied in transmission magnitude.</p>
<p>Test order was counterbalanced across participants as far as possible, and participants were blinded to the specific condition being tested. Total testing time, including pure-tone audiometry and brief breaks between speech-in-noise runs, was approximately 1 h.</p></sec>
<sec>
<label>2.5</label>
<title>Analysis</title>
<p>Descriptive statistics were calculated as means and standard deviations for each condition, as well as for the computed SRM. Differences among conditions were evaluated using repeated-measures ANOVA, with Sidak-adjusted <italic>post-hoc</italic> comparisons. All statistical analyses were performed using IBM SPSS Statistics, version 29.</p></sec></sec>
<sec sec-type="results" id="s3">
<label>3</label>
<title>Results</title>
<p><xref ref-type="fig" rid="F3">Figure 3A</xref> shows the individual and average SNR thresholds for the four stimulation conditions across the two spatial configurations, with corresponding means and standard deviations provided in <xref ref-type="table" rid="T1">Table 1</xref>. For the co-located condition (S<sub>0</sub>N<sub>0</sub>), SNR thresholds were similar across all stimulation modes except for the simulated BC condition with the unattenuated cross-head transmission (BC<sub>0dB</sub>), which gave an average threshold approximately 0.6 dB poorer than the other conditions.</p>
<fig position="float" id="F3">
<label>Figure 3</label>
<caption><p>Results of the speech-in-noise measurements. <bold>(A)</bold> Speech-to-noise ratio (SNR) thresholds for co-located speech and noise (S<sub>0</sub>N<sub>0</sub>; circles) and for spatially separated speech and noise (S<sub>0</sub>N<sub>45</sub>; crosses). Horizontal lines indicate mean thresholds for each stimulation condition. Blue symbols represent simulated BC stimulation with unattenuated cross-head transmission, red symbols represent BC with 5 dB attenuation of cross-head transmission, black symbols represent BC with 10 dB attenuation, and purple symbols represent AC stimulation. <bold>(B)</bold> SRM, calculated as the SNR threshold difference between S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub>. Circles indicate individual data, and horizontal lines represent condition means. Color coding is identical to panel A.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fauot-04-1771617-g0003.tif">
<alt-text content-type="machine-generated">Scatter plot with two panels illustrating hearing data. Panel A shows SNR threshold levels in decibels for four conditions: BC 0 dB, BC 5 dB, BC 10 dB, and AC, with each data group depicted using different colors and markers. Panel B displays spatial release from masking in decibels for the same four conditions, also shown in corresponding colors and markers. Horizontal lines in each group represent mean values.</alt-text>
</graphic>
</fig>
<table-wrap position="float" id="T1">
<label>Table 1</label>
<caption><p>Average speech in noise thresholds and SRMs for the four different stimulation conditions.</p></caption>
<table frame="box" rules="all">
<thead>
<tr>
<th valign="top" align="left"><bold>Test condition</bold></th>
<th valign="top" align="center"><bold>BC<sub>0dB</sub></bold></th>
<th valign="top" align="center"><bold>BC<sub>5dB</sub></bold></th>
<th valign="top" align="center"><bold>BC<sub>10dB</sub></bold></th>
<th valign="top" align="center"><bold>AC</bold></th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">SNR 0 deg [dB]</td>
<td valign="top" align="center">&#x02212;7.04 (1.17)</td>
<td valign="top" align="center">&#x02212;7.64 (0.98)</td>
<td valign="top" align="center">&#x02212;7.69 (0.88)</td>
<td valign="top" align="center">&#x02212;7.69 (0.80)</td>
</tr>
<tr>
<td valign="top" align="left">SNR 45 deg [dB]</td>
<td valign="top" align="center">&#x02212;10.25 (1.78)</td>
<td valign="top" align="center">&#x02212;13.10 (1.45)</td>
<td valign="top" align="center">&#x02212;14.17 (1.25)</td>
<td valign="top" align="center">&#x02212;14.86 (1.58)</td>
</tr>
<tr>
<td valign="top" align="left">SRM [dB]</td>
<td valign="top" align="center">3.21 (1.75)</td>
<td valign="top" align="center">5.46 (1.32)</td>
<td valign="top" align="center">6.47 (1.62)</td>
<td valign="top" align="center">7.16 (1.54)</td>
</tr></tbody>
</table>
<table-wrap-foot>
<p>Standard deviations are given in parentheses.</p>
</table-wrap-foot>
</table-wrap>
<p>In contrast, for the spatially separated condition (S<sub>0</sub>N<sub>45</sub>), performance varied systematically with stimulation modality and the magnitude of cross-head attenuation. The poorest performance was observed for simulated BC without attenuation (mean = &#x02212;10.25 dB). Performance improved with increasing attenuation of the cross-head transmission (mean = &#x02212;13.10 dB with 5 dB attenuation; &#x02212;14.17 dB with 10 dB attenuation), and was best under AC stimulation (mean = &#x02212;14.86 dB).</p>
<p>A repeated-measures ANOVA with Stimulation (AC, BC<sub>0dB</sub>, BC<sub>5dB</sub>, BC<sub>10dB</sub>) and Configuration (S<sub>0</sub>N<sub>0</sub>, S<sub>0</sub>N<sub>45</sub>) as within-subject factors was conducted. Mauchly&#x00027;s test indicated that the assumption of sphericity was met (<italic>p</italic> = 0.673). Significant main effects were observed for both Stimulation [<italic>F</italic><sub>(3, 57)</sub> = 81.599, <italic>p</italic> &#x0003C; 0.001, &#x003B7;<sup>2</sup> = 0.811] and Configuration [<italic>F</italic><sub>(1, 19)</sub> = 714.685, <italic>p</italic> &#x0003C; 0.001, &#x003B7;<sup>2</sup> = 0.974], as well as for their interaction [<italic>F</italic><sub>(3, 57)</sub> = 30.296, <italic>p</italic> &#x0003C; 0.001, &#x003B7;<sup>2</sup> = 0.615]. Sidak-adjusted <italic>post-hoc</italic> comparisons showed that S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub> differed significantly within each stimulation condition. For S<sub>0</sub>N<sub>0</sub>, only AC and BC<sub>0dB</sub> differed significantly (<italic>p</italic> = 0.047; &#x02212;7.69 dB vs. &#x02212;7.04 dB). For S<sub>0</sub>N<sub>45</sub>, all stimulation conditions differed significantly from each other (<italic>p</italic> &#x0003C; 0.001) except AC and BC<sub>10dB</sub> (<italic>p</italic> = 0.195).</p>
<p>SRM values, computed as the SNR threshold difference between S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub>, are shown in <xref ref-type="fig" rid="F3">Figure 3B</xref> and <xref ref-type="table" rid="T1">Table 1</xref>. These results clearly demonstrate the influence of cross-head attenuation. Simulated BC without attenuation (BC<sub>0dB</sub>) produced the lowest SRM (mean = 3.21 dB). Attenuating the cross-head transmission by 5 dB increased SRM to 5.46 dB, and a 10-dB attenuation gave an SRM of 6.47 dB. AC stimulation again produced the highest SRM (mean = 7.16 dB).</p>
<p>A repeated-measures ANOVA with Stimulation as the within-subject factor revealed a significant main effect [<italic>F</italic><sub>(3, 57)</sub> = 30.296, <italic>p</italic> &#x0003C; 0.001, &#x003B7;<sup>2</sup> = 0.615]. <italic>Post-hoc</italic> comparisons indicated that BC<sub>0dB</sub> differed significantly from all other conditions (<italic>p</italic> &#x0003C; 0.001). BC<sub>5dB</sub> differed significantly from AC (<italic>p</italic> = 0.028) but not from BC<sub>10dB</sub> (<italic>p</italic> = 0.135), while BC<sub>10dB</sub> did not differ significantly from AC (<italic>p</italic> = 0.493). These findings show that attenuating the cross-head transmission by 5 or 10 dB significantly improves SRM. However, the additional 1-dB increase between the 5-dB and 10-dB attenuation conditions was not statistically significant. Likewise, although AC stimulation produced the highest SRM overall, the 0.6-dB difference between AC and the 10-dB-attenuated BC condition did not reach statistical significance.</p></sec>
<sec sec-type="discussion" id="s4">
<label>4</label>
<title>Discussion</title>
<sec>
<label>4.1</label>
<title>Spatial benefit with cross-head transmission reduction</title>
<p>The results presented in <xref ref-type="fig" rid="F3">Figure 3</xref> demonstrate that cross-head transmission inherent to BC stimulation disrupts binaural processing and reduces the ability to suppress noise when speech and noise were spatially separated. As expected, when speech and noise were co-located, performance was highly similar across conditions. The slightly poorer performance observed for simulated BC without attenuation (BC<sub>0dB</sub>) in the S<sub>0</sub>N<sub>0</sub> configuration likely reflects altered spectral characteristics introduced by the unattenuated cross-head signal, which may degrade speech fidelity. This effect appears to be largely mitigated by even a modest 5-dB attenuation of the cross-head component.</p>
<p>SRM increased substantially, and significantly, following a 5-dB reduction in cross-head transmission. The observed improvement of 2.25 dB accounts for more than half of the total difference between the simulated BC and AC conditions (3.95 dB). This finding is encouraging, as it suggests that relatively small reductions in cross-head transmission can yield meaningful improvements in speech-in-noise performance with BC stimulation. Importantly, commonly proposed strategies for reducing cross-head transmission rely on cancellation techniques that are highly sensitive to small variations in magnitude and phase (<xref ref-type="bibr" rid="B50">Surendran and Stenfelt, 2023</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>; <xref ref-type="bibr" rid="B38">Stenfelt, 2007</xref>). Given that cross-head transmission properties vary with exact transducer placement and other uncontrollable factors (<xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B53">Wang et al., 2022</xref>; <xref ref-type="bibr" rid="B11">Dobrev et al., 2016</xref>), our results indicate that a less precise but more robust attenuation-based approach may still offer substantial benefit in bilateral BC applications.</p>
<p>Although the additional improvement observed with 10 dB attenuation relative to 5 dB attenuation was 1 dB and did not reach statistical significance, inspection of individual SRM values (<xref ref-type="fig" rid="F3">Figure 3B</xref>) shows a consistent performance advantage for the 10 dB attenuation condition. Thus, the difference may still be clinically meaningful, and the lack of statistical significance could be attributable to limited sample size given the small effect size and the number of conditions tested. Notably, SRM performance with 5 dB attenuation remained significantly poorer than with AC stimulation, whereas the 10 dB attenuation condition did not differ significantly from AC. These findings suggest that a 10 dB reduction in cross-head transmission offers additional benefit beyond that achieved with a 5 dB reduction.</p>
<p>A small (0.6 dB) difference remained between the SRM obtained with 10 dB attenuation and that obtained with AC stimulation, although this difference was not statistically significant. Examination of individual data nevertheless indicates that simulated BC with 10 dB attenuation still does not fully match AC performance. We therefore interpret these findings to mean that while a 10 dB attenuation yields performance that is statistically indistinguishable from AC, it does not completely eliminate the disadvantage associated with BC stimulation. Small but potentially relevant improvements may still be achievable beyond the 10 dB attenuation level.</p></sec>
<sec>
<label>4.2</label>
<title>Simulation of BC stimulation</title>
<p>A limitation of the present study is that BC stimulation was simulated using AC earphones combined with an averaged cross-head transmission function. This approach may not fully capture the perceptual characteristics of true BC hearing. However, when comparing our findings with studies that used a similar methodology but employed actual BC stimulation at the mastoids (<xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B47">Stenfelt et al., 2024</xref>; <xref ref-type="bibr" rid="B57">Zeitooni et al., 2016</xref>), the present results show good general agreement. For example, studies using the same Matrix test and computing SRM as the SNR difference between S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub> reported AC S<sub>0</sub>N<sub>0</sub> thresholds of approximately &#x02212;8.0 dB, comparable to those observed here (<xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B47">Stenfelt et al., 2024</xref>). Their S<sub>0</sub>N<sub>45</sub> thresholds and resulting SRM values under AC stimulation were 1&#x02013;2 dB better than the current results, a difference likely attributable to the distinct HRTFs used. Specifically, the current study employed KEMAR-based HRTFs, whereas the earlier studies used a simplified analytical model that represented the head as a rigid sphere. We therefore suggest that differences in HRTF accuracy and anatomical realism may explain the slightly reduced spatial benefit observed in our results compared with <xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni (2013)</xref>; <xref ref-type="bibr" rid="B47">Stenfelt et al. (2024)</xref>.</p>
<p>The BC cross-head transmission used in the present simulations was derived from a smoothed, averaged version of the perceptual cross-head function reported in <xref ref-type="bibr" rid="B50">Surendran and Stenfelt (2023)</xref>. Although estimates of BC interaural magnitude and phase have been obtained using cochlear promontory vibration (<xref ref-type="bibr" rid="B44">Stenfelt and Goode, 2005b</xref>; <xref ref-type="bibr" rid="B12">Eeg-Olofsson et al., 2011</xref>), intracochlear pressure measurements (<xref ref-type="bibr" rid="B24">Mattingly et al., 2020</xref>; <xref ref-type="bibr" rid="B14">Farrell et al., 2017</xref>), and ear-canal sound pressure recordings (<xref ref-type="bibr" rid="B19">Irwansyah and Nakagawa, 2022</xref>), none of these measures are definitively known to replicate perceived BC sound. While intracochlear differential pressure is believed to drive basilar membrane motion for both AC and BC stimuli (<xref ref-type="bibr" rid="B45">Stenfelt et al., 2003</xref>), and cochlear promontory vibration correlates with perceived BC sound (<xref ref-type="bibr" rid="B13">Eeg-Olofsson et al., 2013</xref>), these metrics remain indirect. The perceptual estimates used here were based on cancellation parameters for ipsilateral and contralateral BC tones at discrete frequencies (<xref ref-type="bibr" rid="B50">Surendran and Stenfelt, 2023</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>). Limitations in frequency resolution, as well as averaging across individuals, introduce additional uncertainty and may reduce the accuracy of the simulated BC experience for participants in the current study.</p>
<p>Relative to the SNR thresholds reported in <xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni (2013)</xref> and <xref ref-type="bibr" rid="B47">Stenfelt et al. (2024)</xref>, our simulated BC condition without cross-head attenuation showed approximately 1 dB poorer performance for both spatial configurations (S<sub>0</sub>N<sub>0</sub> and S<sub>0</sub>N<sub>45</sub>), as well as lower SRM values. These discrepancies are consistent with the combined effects of using non-individualized cross-head transmission functions and differing HRTFs, as discussed above. Despite these limitations, the overall similarity between the current simulated BC results and those obtained using real BC stimulation (<xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B47">Stenfelt et al., 2024</xref>), suggests that the applied cross-head transmission model captured the essential features of BC binaural processing and provides a reasonable approximation for investigating BC-related binaural phenomena.</p></sec>
<sec>
<label>4.3</label>
<title>Binaural hearing with bilateral BC</title>
<p>The present study examined only one aspect of binaural BC hearing, SRM, and only for stimulation delivered at the mastoid. Most previous investigations of binaural BC processing have focused on bilateral BCHAs (<xref ref-type="bibr" rid="B7">Caspers et al., 2022</xref>; <xref ref-type="bibr" rid="B29">Priwin et al., 2004</xref>; <xref ref-type="bibr" rid="B4">Brassington et al., 2023</xref>; <xref ref-type="bibr" rid="B10">den Besten et al., 2020</xref>), and only a subset of these have employed mastoid stimulation, such as studies using transcutaneous (<xref ref-type="bibr" rid="B9">Chen et al., 2022</xref>) or skin-driven BCHAs (<xref ref-type="bibr" rid="B22">Liu et al., 2023</xref>). Importantly, the HRTFs associated with BCHAs differ from those measured with the KEMAR used in the current study, as BCHA microphones are typically positioned behind and above the ear (<xref ref-type="bibr" rid="B37">Stenfelt, 2005</xref>). Other research has assessed binaural BC perception in normal-hearing individuals using mastoid stimulation to evaluate speech intelligibility (<xref ref-type="bibr" rid="B46">Stenfelt and Zeitooni, 2013</xref>; <xref ref-type="bibr" rid="B54">Wang et al., 2023a</xref>), localization (<xref ref-type="bibr" rid="B51">Wang et al., 2023b</xref>, <xref ref-type="bibr" rid="B55">2026b</xref>), and externalization (<xref ref-type="bibr" rid="B56">Wang et al., 2025</xref>). Collectively, these studies demonstrate benefits of bilateral BC stimulation, though these benefits are generally smaller than those observed, or expected, with AC stimulation (<xref ref-type="bibr" rid="B18">Heath et al., 2022</xref>; <xref ref-type="bibr" rid="B21">Janssen et al., 2012</xref>), consistent with the pattern observed in the present work.</p>
<p>The position of BC stimulation strongly influences interaural differences and thus the potential for binaural benefit. The present study evaluated BC sound transmitted predominantly via the skull bone, with inner-ear excitation driven mainly by the direct BC pathway (<xref ref-type="bibr" rid="B41">Stenfelt, 2015</xref>, <xref ref-type="bibr" rid="B42">2016</xref>). When stimulation is applied closer to the ear canal opening or to the pinna cartilage, the resulting ear-canal sound pressure dominates perception in normal-hearing listeners (<xref ref-type="bibr" rid="B48">Surendran et al., 2023</xref>; <xref ref-type="bibr" rid="B27">Nishimura et al., 2015</xref>). In such cases, the interaural cues are less degraded than with mastoid stimulation, resulting in binaural performance that more closely resembles that obtained with AC stimulation.</p></sec>
<sec>
<label>4.4</label>
<title>Cancellation of BC cross-head transmission</title>
<p>Previous investigations into cancellation of BC cross-head transmission have demonstrated that such approaches can yield improvements in tone detection in noise, speech perception in noise, and sound localization, although the reported benefits have generally been modest and have not reached the level of binaural advantage observed with AC stimulation (<xref ref-type="bibr" rid="B51">Wang et al., 2023b</xref>; <xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>; <xref ref-type="bibr" rid="B26">Mcleod and Culling, 2019</xref>; <xref ref-type="bibr" rid="B19">Irwansyah and Nakagawa, 2022</xref>). The present findings extend this body of work by showing that complete cancellation is not a prerequisite for meaningful binaural benefit. While ideal cancellation would require equal amplitudes and perfectly opposing phases, conditions that are practically unattainable, the current results indicate that partial attenuation is sufficient to substantially improve performance. Specifically, a 5 dB reduction in cross-head transmission produced a clear benefit in speech perception, whereas a 10 dB reduction yielded outcomes approaching those obtained with bilateral AC stimulation.</p>
<p>From a practical perspective, these attenuation levels correspond to relatively tolerant requirements in the estimation of the cross-head transmission function. A 10 dB cancellation can be achieved despite magnitude mismatches of approximately 3 dB or phase mismatches of up to 47&#x000B0;, and a 5 dB cancellation allows for even larger deviations. Although combined magnitude and phase errors reduce the maximum tolerable mismatch, the results suggest that estimating the cross-head transmission within approximately 3 dB and 47&#x000B0;, and applying this estimate to attenuation, would reliably yield at least a 6 dB reduction. According to the present data, such a reduction is sufficient to provide a significant improvement in binaural hearing. These findings imply that cancellation algorithms need not focus on exact point cancellation, but rather on achieving a robust and stable reduction of cross-head transmission under realistic conditions.</p>
<p>The present study implemented a broadband attenuation of cross-head transmission across frequencies. It may be argued that attenuation is primarily critical at frequencies above 1 kHz, where head-shadow effects provide important binaural cues (<xref ref-type="bibr" rid="B2">Barnsley and Culling, 2025</xref>). However, cancellation at higher frequencies is inherently more sensitive to small timing errors, as minor delays translate into large phase shifts, making stable attenuation difficult to maintain. In contrast, lower-frequency cancellation is more robust and easier to implement, although the contribution of low-frequency attenuation to binaural BC hearing remains unclear. Determining the relative importance of frequency-specific attenuation, particularly at low frequencies, represents an important direction for future research and may further inform the development of effective bilateral BC systems.</p></sec>
</sec>
</body>
<back>
<sec sec-type="data-availability" id="s5">
<title>Data availability statement</title>
<p>The raw data supporting the conclusions of this article will be made available by the authors, without undue reservation.</p>
</sec>
<sec sec-type="ethics-statement" id="s6">
<title>Ethics statement</title>
<p>The studies involving humans were approved by Swedish Ethical Review Authority (2020-01235). The studies were conducted in accordance with the local legislation and institutional requirements. The participants provided their written informed consent to participate in this study.</p>
</sec>
<sec sec-type="author-contributions" id="s7">
<title>Author contributions</title>
<p>StS: Conceptualization, Formal analysis, Funding acquisition, Methodology, Supervision, Writing &#x02013; original draft, Writing &#x02013; review &#x00026; editing. HJ: Data curation, Investigation, Software, Validation, Writing &#x02013; review &#x00026; editing. SuS: Investigation, Software, Validation, Writing &#x02013; review &#x00026; editing.</p>
</sec>
<sec sec-type="COI-statement" id="conf1">
<title>Conflict of interest</title>
<p>The author(s) declared that this work was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec sec-type="ai-statement" id="s9">
<title>Generative AI statement</title>
<p>The author(s) declared that generative AI was not used in the creation of this manuscript.</p>
<p>Any alternative text (alt text) provided alongside figures in this article has been generated by Frontiers with the support of artificial intelligence and reasonable efforts have been made to ensure accuracy, including review by the authors wherever possible. If you identify any issues, please contact us.</p></sec>
<sec sec-type="disclaimer" id="s10">
<title>Publisher&#x00027;s note</title>
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</sec>
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<fn-group>
<fn fn-type="custom" custom-type="edited-by" id="fn0001">
<p>Edited by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/2919420/overview">Susan Scollie</ext-link>, Western University, Canada</p>
</fn>
<fn fn-type="custom" custom-type="reviewed-by" id="fn0002">
<p>Reviewed by: <ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3219404/overview">Jiayue Liu</ext-link>, Starkey Hearing Technologies, United States</p>
<p><ext-link ext-link-type="uri" xlink:href="https://loop.frontiersin.org/people/3280929/overview">Hilal Dincer D&#x00027;Alessandro</ext-link>, Sapienza University of Rome, Italy</p>
</fn>
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