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Using Hearing Aids for Music: A UK Survey of Challenges and Strategies. 使用助听器听音乐:英国的挑战和策略调查。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-22 DOI: 10.1177/23312165251396517
Alinka E Greasley, Amy V Beeston, Robert J Fulford, Harriet Crook, Jackie M Salter, Robin Hake, Brian C J Moore

Hearing aids, which are primarily designed to improve the intelligibility of speech, can negatively affect the perception and enjoyment of music. This large-scale survey study, conducted between 2016 and 2018, explored hearing aid use and preference behavior in both recorded and live music listening settings, aiming to understand the challenges and strategies used by listeners to improve their experiences, and how these may be affected by level of hearing loss (HL). One thousand five hundred and seven hearing aid users (mean age = 60 years) completed an online survey about their music listening behavior and use of hearing aids. Results showed that whilst hearing aids support engagement in music listening, they also present many issues and overall helpfulness is mixed. The most commonly reported issue was distortion and poor sound quality, particularly in loud or live contexts. The most frequently reported strategy for reducing distortion was to remove hearing aids altogether. Only a third of the sample reported using a music program and effectiveness was mixed, suggesting that manufacturer music programs do not currently provide significant benefits for music listening, and further research into the use, uptake and efficacy of music programs is needed. We call for further research into signal processing strategies for music especially for high sound levels such as live music or concert settings. The positive impact of mindsets supporting proactive behaviors, perseverance, adaptation, and experimentation with different technologies, genres, and listening environments was highlighted, strengthening the evidence base for audiologists to provide music listening guidance in the clinic.

助听器的主要目的是提高言语的清晰度,但它会对音乐的感知和享受产生负面影响。这项大规模调查研究于2016年至2018年期间进行,探讨了助听器在录音和现场音乐聆听环境中的使用和偏好行为,旨在了解听众为改善体验所面临的挑战和策略,以及听力损失(HL)水平如何影响这些挑战和策略。一千五百七十七名助听器使用者(平均年龄60岁)完成了一项关于他们听音乐行为和助听器使用情况的在线调查。结果显示,虽然助听器有助于参与音乐聆听,但它们也存在许多问题,总体上的帮助好坏参半。最常见的问题是失真和音质差,特别是在嘈杂或现场环境中。最常见的减少失真的策略是完全去除助听器。只有三分之一的样本报告使用音乐程序和效果好坏参半,这表明制造商的音乐程序目前并没有为音乐听力提供显着的好处,需要进一步研究音乐程序的使用,吸收和功效。我们呼吁进一步研究音乐的信号处理策略,特别是对于高音量的音乐,如现场音乐或音乐会设置。强调了支持主动行为、坚持不懈、适应和尝试不同技术、流派和聆听环境的心态的积极影响,加强了听力学家在临床提供音乐聆听指导的证据基础。
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引用次数: 0
Functional Plasticity in Auditory and Visual Discrimination Processing in Patients with Single-Sided Deafness: An EEG Study. 单侧耳聋患者听觉和视觉辨别加工的功能可塑性:一项脑电图研究。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-19 DOI: 10.1177/23312165251413850
Qiaoyu Liu, Yufei Qiao, Min Zhu, Jiayan Yang, Wen Sun, Yaohan Chen, Saiyi Jiao, Hang Shen, Yingying Shang

Single-sided deafness (SSD) is a typical condition of partial auditory deprivation. Total auditory deprivation triggers cross-modal neural reorganization, but in patients with partial hearing deprivation, how residual auditory function is balanced with the compensatory plasticity of other sensory modalities remains unclear. Previous studies have reported conflicting findings, potentially due to differences in study populations or task designs. Here, we investigated hierarchical neural processing in a homogeneous cohort of 37 congenital SSD patients (31.6 ± 6.5 years, 18 males) and 32 normal-hearing (NH) controls (30.6 ± 7.3 years, 14 males) using both auditory and visual oddball tasks with electroencephalography (EEG). In the auditory task, SSD patients presented reduced amplitudes of early exogenous components (N1, P2) and mismatch negativity (MMN), but preserved late endogenous components (N2, P3), compared with NH controls. Conversely, in the visual task, SSD patients presented increased early visual N1 amplitudes with intact visual mismatch negativity (vMMN) and endogenous components (N2, P3). No latency differences in the above components were observed. These results reveal a difference in plasticity between lower- and higher-level processing. Our findings indicate that functional plasticity in SSD patients occurs predominantly at sensory stages and is characterized by diminished auditory and compensatory elevated visual neural activity, whereas higher-level discrimination processing in either modality is largely unaffected. These findings clarify prior discrepancies, establish a hierarchical framework for understanding neuroplasticity in partial sensory deprivation, and have implications for rehabilitation strategies for SSD patients.

单侧耳聋是一种典型的部分听觉剥夺症状。完全听觉剥夺触发跨模态神经重组,但在部分听力剥夺患者中,残余听觉功能如何与其他感觉模式的代偿可塑性平衡仍不清楚。之前的研究报告了相互矛盾的结果,可能是由于研究人群或任务设计的差异。在这里,我们研究了37例先天性SSD患者(31.6±6.5岁,18名男性)和32例正常听力(NH)对照(30.6±7.3岁,14名男性)的分层神经加工,使用听觉和视觉奇球任务和脑电图(EEG)。在听觉任务中,与NH对照组相比,SSD患者早期外源性成分(N1, P2)和失配负性(MMN)的振幅降低,但晚期内源性成分(N2, P3)的振幅保持不变。相反,在视觉任务中,SSD患者表现出早期视觉N1振幅增加,视觉错配负性(vMMN)和内源性成分(N2, P3)完整。在上述组件中没有观察到延迟差异。这些结果揭示了低水平加工和高水平加工之间的可塑性差异。我们的研究结果表明,SSD患者的功能可塑性主要发生在感觉阶段,其特征是听觉和代偿性视觉神经活动的减少,而两种模式的高水平判别加工在很大程度上不受影响。这些发现澄清了先前的差异,为理解部分感觉剥夺的神经可塑性建立了层次框架,并对SSD患者的康复策略具有指导意义。
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引用次数: 0
Leveraging Monaural Exposures to Reveal Early Effects of Noise: Evidence from Police Radio Ear-Piece Use. 利用单耳暴露揭示噪音的早期影响:来自警察使用无线电耳机的证据。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-30 DOI: 10.1177/23312165251410988
Hannah Guest, Paul Elliott, Martie van Tongeren, Joseph Laycock, Steven Thorley-Lawson, Michael A Stone, Michael T Loughran, Christopher J Plack

Research into the long-term effects of noise on hearing is often confounded by health and lifestyle differences between individuals. UK police radio ear-pieces are capable of emitting high sound levels and, crucially, are worn in one ear, allowing between-ear comparisons which control for individual-level confounding factors. Low volume-control settings are recommended to reduce risk to police hearing, yet actual usage patterns and auditory effects remain unexamined. This study used a large-scale survey (N = 4,498) to assess ear-piece noise exposure and the associated hearing health. Most participants reported using high volume-control settings and 45.2% reported experiencing signs of temporary threshold shift (TTS) in the exposed ear. Estimated weekly-averaged noise exposures frequently exceeded the UK's 85 dBA Upper Exposure Action Value. Ear-piece use was associated with 73% (95% confidence interval [CI] 46-106%) increased risk of persistent tinnitus, which on mediation analysis appeared to be driven by a subset of users who experienced signs of TTS. Importantly, tinnitus location was associated with the side of exposure, suggesting tinnitus related to device use rather than to other factors. In contrast, Digits-In-Noise thresholds showed no relation with noise exposure; potential explanations include compensatory auditory training effects, but limitations of Digits-In-Noise data must also be considered. Findings highlight a need for further investigation into hearing risks in police personnel, including in-person auditory testing. Risk mitigation strategies might involve improved device design, training on safe use, and expanded hearing health surveillance. Given the potential for cumulative auditory damage, TTS may serve as an early warning sign, warranting attention in broader noise-exposed populations.

噪音对听力的长期影响的研究常常被个人健康和生活方式的差异所混淆。英国警用无线电耳机能够发出高分贝的声音,而且最重要的是,它只戴在一只耳朵上,这样可以在两只耳朵之间进行比较,从而控制个人水平的混杂因素。建议设置低音量控制以减少对警察听力的风险,但实际使用模式和听觉效果仍未得到检查。本研究采用大规模调查(N = 4,498)来评估耳机噪音暴露和相关的听力健康。大多数参与者报告使用高音量控制设置,45.2%报告在暴露的耳朵中经历暂时阈值移位(TTS)的迹象。估计每周平均噪音暴露经常超过英国85 dBA的最高暴露行动值。耳机使用与持续耳鸣风险增加73%(95%置信区间[CI] 46-106%)相关,中介分析显示,这似乎是由一部分经历过TTS症状的用户驱动的。重要的是,耳鸣的位置与暴露的侧面有关,这表明耳鸣与设备使用有关,而不是其他因素。相比之下,噪声数字阈值与噪声暴露无关;可能的解释包括补偿性听觉训练效应,但也必须考虑噪声中数字数据的局限性。调查结果强调需要进一步调查警察人员的听力风险,包括面对面的听力测试。降低风险的策略可能包括改进设备设计、安全使用培训和扩大听力健康监测。考虑到累积性听觉损伤的可能性,TTS可以作为早期预警信号,需要在更广泛的噪音暴露人群中引起注意。
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引用次数: 0
The First Cadenza Challenge: Perceptual Evaluation of Machine Learning Systems to Improve Audio Quality of Popular Music for Those with Hearing Loss. 第一个华彩挑战:机器学习系统的感知评估,以提高听力损失者流行音乐的音频质量。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-30 DOI: 10.1177/23312165251408761
Scott Bannister, Jennifer Firth, Gerardo Roa-Dabike, Rebecca Vos, William Whitmer, Alinka E Greasley, Simone Graetzer, Bruno Fazenda, Trevor Cox, Jon Barker, Michael A Akeroyd

Music is central to many people's lives, and hearing loss (HL) is often a barrier to musical engagement. Hearing aids (HAs) help, but their efficacy in improving speech does not consistently translate to music. This research evaluated systems submitted to the 1st Cadenza Machine Learning Challenge, where entrants aimed to improve music audio quality for HA users through source separation and remixing. The HA users (N = 53, ranging from "mild" to "moderately severe" HL) assessed eight challenge systems (including one baseline using the HDemucs source separation algorithm, remixing to original mixes of music samples, and applying National Acoustic Laboratories Revised amplification) and rated 200 music samples processed for their HL. Participants rated samples on basic audio quality, clarity, harshness, distortion, frequency balance, and liking. Results suggest no entrant system surpassed the baseline for audio quality, although differences emerged in system efficacy across HL severities. Clarity and distortion ratings were most predictive of audio quality. Finally, some systems produced signals with higher objective loudness, spectral flux and clipping with increasing HL severity; these received lower audio quality ratings by listeners with moderately severe HL. Findings highlight how music enhancement requires varied solutions and tests across a range of HL severities. This challenge provided a first application of source separation to music listening with HL. However, state-of-the-art source separation algorithms limited the diversity of entrant solutions, resulting in no improvements over the baseline; to promote development of innovative processing strategies, future work should increase complexity of music listening scenarios to be addressed through source separation.

音乐是许多人生活的中心,听力损失(HL)往往是音乐参与的障碍。助听器(HAs)是有帮助的,但它们在改善语言方面的功效并不总是转化为音乐。本研究评估了提交给第一届华彩琴机器学习挑战赛的系统,参赛者旨在通过源分离和混音来提高HA用户的音乐音频质量。HA用户(N = 53,从“轻度”到“中度严重”HL)评估了8个挑战系统(包括使用HDemucs源分离算法的一个基线,将音乐样本重新混音到原始混音中,并应用国家声学实验室修订的放大),并对为其HL处理的200个音乐样本进行了评级。参与者根据基本音频质量、清晰度、粗糙度、失真度、频率平衡和喜欢程度对样本进行评分。结果表明,没有进入系统的音频质量超过基线,尽管不同HL严重程度的系统效能有所不同。清晰度和失真评级最能预测音频质量。最后,随着HL严重程度的增加,一些系统产生的客观响度、频谱通量和削波信号更高;中度重度HL患者对这些音频质量的评价较低。研究结果强调了音乐增强需要不同的解决方案和针对HL严重程度的测试。这个挑战提供了源分离在HL音乐聆听中的第一个应用。然而,最先进的源分离算法限制了进入解决方案的多样性,导致在基线上没有改进;为了促进创新处理策略的发展,未来的工作应该增加音乐聆听场景的复杂性,通过源分离来解决。
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引用次数: 0
The Effect of Real Ear Target Deviations on SSQ and Speech Intelligibility in a Clinical Population. 临床人群真耳目标偏差对SSQ和言语清晰度的影响。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-19 DOI: 10.1177/23312165251408752
Simon E Lansbergen, Gertjan Dingemanse, Niek J Versfeld, Wouter A Dreschler, André Goedegebure

The quality of hearing-aid (HA) fitting is typically evaluated using speech intelligibility tests and/or Real-Ear Measurements (REMs). Although it is assumed that a better fit improves daily outcomes, supporting evidence is inconclusive. This study examined whether deviations from National Acoustic Laboratories Non-Linear (NAL-NL2) real-ear targets (real-ear-to-target difference, RTD) predicted changes in Speech, Spatial, and Qualities of Hearing Scale (SSQ) scores, and whether they related to aided speech recognition in quiet. The effects of hearing loss and patient characteristics were also considered. Data from 298 adults (mean age 65 years) fitted with new or replacement HAs (66%) were analyzed. Baseline measures included unaided speech recognition in quiet and a 17-item SSQ; follow-up measures included aided speech recognition in quiet, RTDs, and the SSQ. Principal Components Analysis summarized RTDs into overall gain (RTD1) and high-frequency gain (RTD2). The effects of treatment, RTD, pure-tone average (PTA), audiogram slope, asymmetry, age, gender, and HA experience on SSQ scores were investigated with mixed-effects models. Hearing-aid use improved both SSQ score (by 1.4 points) and speech in quiet. The RTD1 predicted neither SSQ nor speech scores. Underamplification above 2 kHz (RTD2) did not influence speech scores significantly, but reduced SSQ improvement. Higher PTA and steeper slopes were associated with lower aided speech scores, while higher PTA and age reduced SSQ improvement. Hearing-aid experience showed modest SSQ-domain effects. About half of SSQ variance reflected between-subject differences. HAs provide substantial benefit, despite moderate NAL-NL2 mismatches. Accurate 4-8 kHz fittings maximize outcomes by the SSQ, supporting REM-guided fitting practices.

助听器(HA)装配的质量通常是通过语音清晰度测试和/或实耳测量(REMs)来评估的。尽管人们认为,更好的契合度可以改善日常结果,但支持性证据尚无定论。本研究考察了国家声学实验室非线性(NAL-NL2)实耳目标的偏差(真实耳靶差,RTD)是否预测了语音、空间和听力质量量表(SSQ)分数的变化,以及它们是否与安静时的辅助语音识别有关。听力损失的影响和患者的特点也被考虑在内。研究人员分析了298名(平均年龄65岁)安装了新的或替代ha的成年人(66%)的数据。基线测量包括安静时的无辅助语音识别和17项SSQ;后续措施包括在安静、rtd和SSQ中辅助语音识别。主成分分析将rtd归纳为总增益(RTD1)和高频增益(RTD2)。采用混合效应模型研究治疗、RTD、纯音平均(PTA)、听力图斜率、不对称性、年龄、性别和HA经历对SSQ得分的影响。助听器的使用提高了SSQ得分(提高了1.4分)和安静环境下的言语能力。RTD1既不能预测SSQ也不能预测言语得分。高于2 kHz (RTD2)的欠放大对语音评分没有显著影响,但降低了SSQ的改善。较高的PTA和更陡的斜坡与较低的辅助语音得分相关,而较高的PTA和年龄则降低了SSQ的改善。助听器经验显示适度的ssq域效应。大约一半的SSQ方差反映了受试者之间的差异。尽管有中度的NAL-NL2不匹配,但HAs提供了实质性的益处。精确的4-8 kHz接头通过SSQ最大化结果,支持rem引导的接头实践。
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引用次数: 0
Effects of Dual-Electrode Asynchrony on Temporal Pitch Discrimination With Amplitude Modulation and Short Inter-Pulse Intervals in Cochlear Implant Listeners. 双电极非同步性对人工耳蜗听者在振幅调制和短脉冲间隔下的时间音高辨别的影响。
IF 3 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2026-01-01 Epub Date: 2026-01-12 DOI: 10.1177/23312165251408983
Martin J Lindenbeck, Piotr Majdak, Bernhard Laback

Cochlear-implant listeners show impaired pitch perception compared to normal-hearing listeners. One of the factors limiting pitch sensitivity in multi-electrode as compared to single-electrode stimulation can be intracochlear interactions of electrode signals (i.e., channels). We measured temporal-pitch discrimination sensitivity for loudness-balanced dual-electrode stimuli with various spatio-temporal configurations in listeners with MED-EL implants. We hypothesized a link between pitch sensitivity and tonotopic separation as well as (monaural) temporal electrode asynchrony, the latter resulting in various combinations of inter-pulse intervals in the compound stimuli received by the auditory nerve. Per-electrode stimulus types were high-rate (i.e., 1,000-pps) pulse trains with a 100-Hz amplitude modulation and both with and without additional pulses inserted with short inter-pulse intervals at modulation peaks. The temporal asynchrony had a detrimental effect for tonotopic separations below 2.2 mm but not for separations of 7.1 mm and more. This pattern was largely consistent across stimulus types and can be attributed to spectro-temporal channel interactions. When compared with sensitivity to unmodulated 100-pps pulse trains [Lindenbeck et al., Trends in Hearing, 28, Article 23312165241271340 (2024)], stimuli without short inter-pulse interval pulses yielded lower sensitivity while stimuli with short inter-pulse interval pulses approached low-rate sensitivity for some tonotopic separations. Despite lower sensitivity overall, high-rate pitch cues seemed to be integrated (i.e., improved) more across the two electrodes than low-rate pitch cues when compared to single-electrode stimulation. These results suggest that short inter-pulse interval pulses are beneficial for temporal-pitch sensitivity in dual-electrode configurations.

与听力正常的听众相比,耳蜗植入者的音高感知能力受损。与单电极刺激相比,限制多电极刺激中音调灵敏度的因素之一可能是电极信号(即通道)在耳蜗内的相互作用。我们测量了使用MED-EL植入物的听者对不同时空配置的响度平衡双电极刺激的时间-音高分辨灵敏度。我们假设音调敏感性与张力异位分离以及(单耳)颞电极异步之间存在联系,后者导致听神经接收到的复合刺激中脉冲间隔的各种组合。每电极刺激类型是100赫兹调幅的高速率(即1000 -pps)脉冲序列,以及在调制峰值插入或不插入短脉冲间隔的附加脉冲。时间不同步对异位分离小于2.2 mm有不利影响,但对异位分离大于7.1 mm无不利影响。这种模式在刺激类型上基本一致,可以归因于光谱-时间通道的相互作用。与未调制的100-pps脉冲序列的灵敏度相比[Lindenbeck et al., Trends in Hearing, 28, Article 23312165241271340(2024)],没有短脉冲间隔脉冲的刺激产生较低的灵敏度,而短脉冲间隔脉冲的刺激对某些张力分离的灵敏度接近低率。尽管整体灵敏度较低,但与单电极刺激相比,高频率音高信号在两个电极上的整合(即改善)似乎比低频率音高信号更好。这些结果表明,短脉冲间隔脉冲有利于双电极结构的时间-节距灵敏度。
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引用次数: 0
Development and Validation of a Self-Administered Online Hearing Test. 自我管理的在线听力测试的开发和验证。
IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2025-01-01 Epub Date: 2025-03-18 DOI: 10.1177/23312165251317923
Charlotte Vercammen, Olaf Strelcyk

We describe the development and validation of a self-administered online hearing test, which screens for hearing loss and provides an estimated audiogram. The hearing test computes test results from age, self-reported hearing abilities, and self-assessed pure-tone thresholds. It relies on regression, Bayesian and binary classification, leveraging probabilistic effects of age as well as interfrequency and interaural relationships in audiograms. The test was devised based on development data, collected prospectively in an online experiment from a purposive convenience sample of 251 adult American, Australian, Canadian, and Swiss participants, 58% of whom had hearing loss. Later, we externally validated the hearing test. Validation data were collected prospectively from a representative sample of 156 adult Belgian participants, 15% of whom had hearing loss. Participants completed the hearing test and audiometric assessments at home. The results for the primary screening outcome showed that the hearing test screened for mild hearing losses with a sensitivity of 0.83 [95%-confidence interval (CI): 0.65, 0.96], specificity of 0.94 [CI: 0.89, 0.98], positive predictive value of 0.70 [CI: 0.57, 0.87], and negative predictive value of 0.97 [CI: 0.94, 0.99]. Results for the secondary audiogram estimation outcome showed mean differences between estimated and gold standard hearing thresholds ranging from 2.1 to 12.4 dB, with an average standard deviation of the differences of 14.8 dB. In conclusion, the hearing test performed comparably to state-of-the-art hearing screeners. This test, therefore, is a validated alternative to existing screening tools, and, additionally, it provides an estimated audiogram.

我们描述了一种自我管理的在线听力测试的开发和验证,该测试可以筛查听力损失并提供估计的听力图。听力测试计算年龄、自我报告的听力能力和自我评估的纯音阈值的测试结果。它依赖于回归,贝叶斯和二元分类,利用年龄的概率效应以及听力图中的频率和耳间关系。该测试是根据发展数据设计的,这些数据是在一项在线实验中前瞻性收集的,来自251名成年美国、澳大利亚、加拿大和瑞士参与者,其中58%有听力损失。之后,我们对听力测试进行外部验证。验证数据是从156名成年比利时参与者的代表性样本中前瞻性收集的,其中15%患有听力损失。参与者在家完成了听力测试和听力测量评估。初级筛查结果显示,听力测试筛查轻度听力损失的敏感性为0.83[95%可信区间(CI): 0.65, 0.96],特异性为0.94 [CI: 0.89, 0.98],阳性预测值为0.70 [CI: 0.57, 0.87],阴性预测值为0.97 [CI: 0.94, 0.99]。次级听力图估计结果显示,估计听力阈值与金标准听力阈值之间的平均差异为2.1至12.4 dB,平均标准差为14.8 dB。总之,听力测试的表现与最先进的听力筛查相当。因此,该测试是现有筛选工具的有效替代方案,此外,它还提供了估计的听力图。
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引用次数: 0
Acoustically Transparent Hearing Aids Increase Physiological Markers of Listening Effort. 声学透明助听器增加听力努力的生理指标。
IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2025-01-01 Epub Date: 2025-04-03 DOI: 10.1177/23312165251333225
Markus Kemper, Florian Denk, Hendrik Husstedt, Jonas Obleser

While hearing aids are beneficial in compensating for hearing loss and suppressing ambient noise, they may also introduce an unwanted processing burden to the listener's sensory and cognitive system. To investigate such adverse side effects, hearing aids may be set to a 'transparent mode', aiming to replicate natural hearing through the open ear as best as possible. Such transparent hearing aids have previously been demonstrated to exhibit a small but significant disadvantage in speech intelligibility, with less conclusive effects on self-rated listening effort. Here we aimed to reproduce these findings and expand them with neurophysiological measures of invested listening effort, including parietal alpha power and pupil size. Invested listening effort was measured across five task difficulties, ranging from nearly impossible to easy, with normal-hearing participants in both aided and unaided conditions. Results well reproduced a hearing aid disadvantage for speech intelligibility and subjective listening effort ratings. As to be expected, pupil size and parietal alpha power followed an inverted u-shape, peaking at moderate task difficulties (around SRT50). However, the transparent hearing aid increased pupil size and parietal alpha power at medium task demand (between SRT20 and SRT80). These neurophysiological effects were larger than those observed in speech intelligibility and subjective listening effort, respectively. The results gain plausibility by yielding a substantial association of individual pupil size and individual parietal alpha power. In sum, our findings suggest that key neurophysiological measures of invested listening effort are sensitive to the individual additional burden on speech intelligibility that hearing aid processing can introduce.

虽然助听器在补偿听力损失和抑制环境噪音方面是有益的,但它们也可能给听者的感觉和认知系统带来不必要的处理负担。为了研究这些副作用,助听器可能会被设置为“透明模式”,旨在通过开放的耳朵尽可能地复制自然听力。这种透明的助听器在语音清晰度方面表现出很小但很明显的缺点,对自评听力努力的影响较小。在这里,我们的目标是再现这些发现,并通过投入听力努力的神经生理学测量来扩展它们,包括顶叶α功率和瞳孔大小。研究人员对听力正常的参与者在辅助和非辅助条件下的五个任务难度进行了测量,从几乎不可能到容易。结果很好地再现了助听器在语音清晰度和主观听力努力评分方面的劣势。正如预期的那样,瞳孔大小和顶叶alpha功率呈倒u形,在中等任务难度(SRT50左右)时达到峰值。然而,在中等任务需求(SRT20和SRT80之间)时,透明助听器增加了瞳孔大小和顶叶α功率。这些神经生理效应分别大于言语可理解性和主观听力努力。结果通过产生个体瞳孔大小和个体顶叶alpha功率的实质性关联而获得合理性。总之,我们的研究结果表明,投入听力努力的关键神经生理指标对助听器处理可能带来的个人言语可理解性额外负担敏感。
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引用次数: 0
Speech Recognition and Noise Adaptation in Realistic Noises. 现实噪声中的语音识别与噪声适应。
IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2025-01-01 Epub Date: 2025-05-15 DOI: 10.1177/23312165251343457
Miriam I Marrufo-Pérez, Enrique A Lopez-Poveda

The recognition of isolated words in noise improves as words are delayed from the noise onset. This phenomenon, known as adaptation to noise, has been mostly investigated using synthetic noises. The aim here was to investigate whether adaptation occurs for realistic noises and to what extent it depends on the spectrum and level fluctuations of the noise. Forty-nine different realistic and synthetic noises were analyzed and classified according to how much they fluctuated in level over time and how much their spectra differed from the speech spectrum. Six representative noises were chosen that covered the observed range of level fluctuations and spectral differences but could still mask speech. For the six noises, speech reception thresholds (SRTs) were measured for natural and tone-vocoded words delayed 50 (early condition) and 800 ms (late condition) from the noise onset. Adaptation was calculated as the SRT improvement in the late relative to the early condition. Twenty-two adults with normal hearing participated in the experiments. For natural words, adaptation was small overall (mean = 0.5 dB) and similar across the six noises. For vocoded words, significant adaptation occurred for all six noises (mean = 1.3 dB) and was not statistically different across noises. For the tested noises, the amount of adaptation was independent of the spectrum and level fluctuations of the noise. The results suggest that adaptation in speech recognition can occur in realistic noisy environments.

由于单词从噪声开始延迟,因此在噪声中孤立单词的识别得到改善。这种现象被称为对噪声的适应,主要是用合成噪声来研究的。这里的目的是调查适应是否发生在现实的噪音中,以及它在多大程度上取决于噪音的频谱和水平波动。根据49种不同的真实和合成噪音随时间的波动程度以及它们的频谱与语音频谱的差异程度,对它们进行了分析和分类。选择了六个代表性噪声,它们覆盖了观测到的电平波动和频谱差异范围,但仍然可以掩盖语音。在6种噪声条件下,分别测量自然词和声调编码词的语音接收阈值(srt),前者延迟50 ms(早期条件),后者延迟800 ms(晚期条件)。适应性计算为后期SRT相对于早期条件的改善。22名听力正常的成年人参加了实验。对于自然词,适应总体上较小(平均= 0.5 dB),并且在六种噪声中相似。对于语音编码词,所有六种噪声都发生了显著的适应(平均= 1.3 dB),并且不同噪声之间没有统计学差异。对于被测噪声,自适应量与噪声的频谱和电平波动无关。结果表明,语音识别中的适应可以在现实的嘈杂环境中发生。
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引用次数: 0
Comparison of Deep Learning Models for Objective Auditory Brainstem Response Detection: A Multicenter Validation Study. 深度学习模型在客观听觉脑干反应检测中的比较:一项多中心验证研究。
IF 2.6 2区 医学 Q1 AUDIOLOGY & SPEECH-LANGUAGE PATHOLOGY Pub Date : 2025-01-01 Epub Date: 2025-06-03 DOI: 10.1177/23312165251347773
Yin Liu, Lingjie Xiang, Qiang Li, Kangkang Li, Yihan Yang, Tiantian Wang, Yuting Qin, Xinxing Fu, Yu Zhao, Chenqiang Gao

Auditory brainstem response (ABR) interpretation in clinical practice often relies on visual inspection by audiologists, which is prone to inter-practitioner variability. While deep learning (DL) algorithms have shown promise in objectifying ABR detection in controlled settings, their applicability to real-world clinical data is hindered by small datasets and insufficient heterogeneity. This study evaluates the generalizability of nine DL models for ABR detection using large, multicenter datasets. The primary dataset analyzed, Clinical Dataset I, comprises 128,123 labeled ABRs from 13,813 participants across a wide range of ages and hearing levels, and was divided into a training set (90%) and a held-out test set (10%). The models included convolutional neural networks (CNNs; AlexNet, VGG, ResNet), transformer-based architectures (Transformer, Patch Time Series Transformer [PatchTST], Differential Transformer, and Differential PatchTST), and hybrid CNN-transformer models (ResTransformer, ResPatchTST). Performance was assessed on the held-out test set and four external datasets (Clinical II, Southampton, PhysioNet, Mendeley) using accuracy and area under the receiver operating characteristic curve (AUC). ResPatchTST achieved the highest performance on the held-out test set (accuracy: 91.90%, AUC: 0.976). Transformer-based models, particularly PatchTST, showed superior generalization to external datasets, maintaining robust accuracy across diverse clinical settings. Additional experiments highlighted the critical role of dataset size and diversity in enhancing model robustness. We also observed that incorporating acquisition parameters and demographic features as auxiliary inputs yielded performance gains in cross-center generalization. These findings underscore the potential of DL models-especially transformer-based architectures-for accurate and generalizable ABR detection, and highlight the necessity of large, diverse datasets in developing clinically reliable systems.

临床实践中听觉脑干反应(ABR)的解释往往依赖于听力学家的视觉检查,这很容易引起实践者之间的差异。虽然深度学习(DL)算法在控制环境中客观化ABR检测方面表现出了希望,但由于数据集小和异质性不足,它们对现实世界临床数据的适用性受到了阻碍。本研究使用大型、多中心数据集评估了9个深度学习模型用于ABR检测的泛化性。分析的主要数据集,临床数据集I,包括来自13,813名参与者的128,123个标记的abr,涵盖了广泛的年龄和听力水平,并分为训练集(90%)和测试集(10%)。模型包括卷积神经网络(cnn);AlexNet, VGG, ResNet),基于变压器的体系结构(变压器,贴片时间序列变压器[PatchTST],差动变压器和差动PatchTST),以及混合cnn -变压器模型(restrtransformer, ResPatchTST)。使用准确性和受试者工作特征曲线下面积(AUC),在测试集和四个外部数据集(Clinical II, Southampton, PhysioNet, Mendeley)上评估性能。ResPatchTST在hold -out测试集上取得了最高的性能(准确率:91.90%,AUC: 0.976)。基于变压器的模型,特别是PatchTST,显示出对外部数据集的优越通用性,在不同的临床环境中保持了强大的准确性。其他实验强调了数据集大小和多样性在增强模型鲁棒性方面的关键作用。我们还观察到,将获取参数和人口特征作为辅助输入,在跨中心泛化中获得了性能提升。这些发现强调了深度学习模型(尤其是基于变压器的架构)在准确和通用的ABR检测方面的潜力,并强调了开发临床可靠系统时大型、多样化数据集的必要性。
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引用次数: 0
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Trends in Hearing
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