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Design of underwater coatings for broadband acoustic absorption using reinforcement learning-based topology optimization. 基于强化学习的水下宽带吸声涂层拓扑优化设计。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042389
Kee Seung Oh, Cheeyoung Joh, Joo Hwan Oh

Underwater acoustic coatings play a vital role in minimizing noise and enhancing stealth capabilities by maximizing sound absorption performance. In this study, we introduce a reinforcement learning-based topology optimization (RL-TO) method for designing underwater acoustic coatings that achieve broadband and low-frequency sound absorption. The RL-TO approach integrates reinforcement learning with a systematic topology optimization framework to dynamically explore optimal material distributions and structural configurations. The optimized topologies exhibit distinct characteristics, such as waveguiding at low frequencies and local resonance at high frequencies, demonstrating enhanced absorption performance across a wide frequency range. Further parametric studies on triangular-shaped wave controllers and spherical resonators highlight the importance of geometric features in achieving superior absorption. The proposed method achieves an average absorption coefficient exceeding 0.9 for multiple target frequencies while maintaining robust performance. This study establishes RL-TO as a powerful and efficient design tool for underwater acoustic coatings, offering significant advancements over conventional approaches.

水声涂层通过最大限度地提高吸声性能,在最小化噪声和增强隐身能力方面发挥着至关重要的作用。在这项研究中,我们引入了一种基于强化学习的拓扑优化(RL-TO)方法来设计实现宽带和低频吸声的水声涂层。RL-TO方法将强化学习与系统拓扑优化框架相结合,以动态探索最佳材料分布和结构配置。优化后的拓扑结构表现出明显的特性,如低频波导和高频局部共振,在宽频率范围内表现出增强的吸收性能。对三角形波控制器和球形谐振器的进一步参数化研究强调了几何特征在实现优越吸收方面的重要性。该方法在保持鲁棒性的同时,对多个目标频率的平均吸收系数超过0.9。本研究确立了RL-TO作为一种强大而高效的水声涂层设计工具,与传统方法相比具有显著的进步。
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引用次数: 0
Impact of building wake turbulence on the noise footprint of a dipole source. 建筑尾流湍流对偶极噪声源噪声足迹的影响。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042402
Jatinder Goyal, Frits de Prenter, Daniele Ragni, Damiano Casalino

Building-generated turbulence can significantly influence the propagation of noise from advanced air mobility (AAM) vehicles operating in urban environments, yet its impact on acoustic variability remains poorly quantified. In this study, the effect of an isolated building wake on sound propagation is investigated using time-resolved Lattice-Boltzmann very-large-eddy simulations. A simplified tonal acoustic source representative of an AAM vehicle is placed downstream of the building, and the resulting unsteady sound field is analyzed within and downstream of the turbulent wake. The results show that wake-induced turbulence produces pronounced temporal fluctuations in the received sound pressure level, with variability exceeding 3 dB in localized regions. These fluctuations extend beyond the physical extent of the wake due to interference effects and reflected propagation paths from the building and ground. Analysis along selected propagation directions indicates a strong correlation between turbulence-induced velocity fluctuations and acoustic variability along direct propagation paths, while this correlation weakens in regions dominated by multiple reflections. The findings emphasize the importance of accounting for unsteady, building-induced flow effects when evaluating AAM noise in urban environments.

建筑物产生的湍流可以显著影响城市环境中运行的先进空气机动车辆(AAM)的噪声传播,但其对声学变异性的影响仍然很少量化。本文采用时间分辨格-玻尔兹曼大涡模拟研究了孤立建筑尾流对声音传播的影响。将具有代表性的AAM车辆的简化音调声源放置在建筑物的下游,并对湍流尾流内部和下游产生的非定常声场进行了分析。结果表明,尾迹湍流对接收声压级产生明显的时间波动,在局部区域波动幅度超过3 dB。由于建筑物和地面的干扰效应和反射传播路径,这些波动超出了尾迹的物理范围。沿着所选传播方向的分析表明,在直接传播路径上,湍流引起的速度波动与声学变异性之间存在很强的相关性,而在多次反射主导的区域,这种相关性减弱。研究结果强调了在评估城市环境中AAM噪声时考虑非定常、建筑诱导的流动效应的重要性。
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引用次数: 0
Single-snapshot complex approximate message passing method for active sonar imaging in shallow water. 浅水主动声纳成像的单快照复近似报文传递方法。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042406
Fanchang Zeng, Lingji Xu, Zhixi Li, Jie Chen, Wei Liu, Zhenglin Li

Active sonar imaging techniques are essential for underwater target detection and tracking, particularly in the complex acoustic environments of shallow water. One of the major obstacles in these scenarios is reverberation from the seafloor and the sea surface, which can significantly degrade image quality. A core objective in active sonar imaging is applying beamforming techniques to achieve a narrow mainlobe and low sidelobe levels. Although conventional beamforming (CBF) is widely adopted for its simplicity and robustness, it faces intrinsic performance limitations. This study reformulates the beamforming process as a single-snapshot complex-valued least absolute shrinkage and selection operator problem. To address this problem, the complex approximate message passing (CAMP) algorithm is proposed. CAMP enhances computational efficiency by avoiding matrix inversion and improves convergence speed by using the Onsager correction term. Experimental validation in an anechoic pool demonstrates that the proposed method achieves significant imaging performance compared to the CBF method. Additionally, the anechoic pool setup is leveraged to optimize the threshold parameter in the CAMP algorithm. Further validation of a monostatic configuration through lake trials confirms that the proposed method significantly suppresses sidelobe levels and improves image resolution, resulting in cleaner sonar images and improved suppression of background interference.

主动声呐成像技术是水下目标探测和跟踪的关键技术,特别是在复杂的浅水声环境中。这些场景中的主要障碍之一是来自海底和海面的混响,这可能会严重降低图像质量。主动声呐成像的核心目标是利用波束形成技术实现窄主瓣和低副瓣电平。传统波束形成(CBF)以其简单和鲁棒性被广泛采用,但存在固有的性能限制。本研究将波束形成过程重新表述为单快照复值最小绝对收缩和选择算子问题。为了解决这一问题,提出了复杂近似消息传递(CAMP)算法。CAMP通过避免矩阵反演提高了计算效率,并通过使用Onsager校正项提高了收敛速度。在消声池中的实验验证表明,与CBF方法相比,该方法具有显著的成像性能。此外,利用消声池设置来优化CAMP算法中的阈值参数。通过湖泊试验进一步验证了单台配置,证实了所提出的方法可以显著抑制副瓣电平,提高图像分辨率,从而获得更清晰的声纳图像,并改善了对背景干扰的抑制。
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引用次数: 0
Erratum: Quantifying uniaxial prestress and waveguide effects on dynamic elastography estimates for a cylindrical rod [J. Acoust. Soc. Am. 154, 3580-3594 (2023)]. 定量化单轴预应力和波导对圆柱杆动态弹性学估计的影响[J]。Acoust。Soc。中国生物医学工程学报,2004,18(2):444 - 444。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042397
Melika Salehabadi, Lara Nammari, Aime Luna, Joseph Crutison, Dieter Klatt, Thomas J Royston
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引用次数: 0
Hearing-integrated bilingual speech corpus: A French-English corpus including hearables for studying speech production under challenging listening conditions. 听力综合双语语料库:一个包括听力材料的法语-英语语料库,用于研究具有挑战性的听力条件下的语音生成。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042355
Xinyi N Zhang, Ingrid Verduyckt, Rachel E Bouserhal

Communication challenges are exacerbated by noise, particularly for individuals with hearing impairment who may also have ear occlusion from hearing protection devices in occupational settings. These combined effects on speech production are understudied, despite auditory feedback being crucial for speech motor control and thus effective communication. This paper introduces Hearing-Integrated Bilingual Speech Corpus, a comprehensive database for examining speech production across varying levels of noise, ear occlusion, and hearing thresholds. We recruited 49 participants [19 with at least one frequency at ≥ 20 dB hearing level (dBHL)] who completed sentence reading, sustained vowel production, and picture description tasks. We demonstrate the database's utility by analyzing speech level responses in the sentence-reading task. We investigated all three factors categorically and additionally modeled hearing impairment as a continuous variable using pure-tone average (PTA). Key results showed that ear occlusion led to increased speech level, but the relationship exhibited non-linearity. Additionally, preliminary findings revealed that participants with PTA > 15 dBHL spoke louder overall, and a categorical shift occurs around PTA = 15 dBHL, where individuals with greater hearing impairment became less reactive to noise under high occlusion conditions. The considerable individual variability challenges categorical groupings of all investigated variables and highlights the need for individualized modeling approaches.

噪音加剧了沟通的困难,特别是对于那些在职业环境中可能因使用听力保护装置而造成耳闭塞的听力障碍患者。尽管听觉反馈对言语运动控制和有效沟通至关重要,但这些对言语产生的综合影响尚未得到充分研究。本文介绍了听力综合双语语音语料库,这是一个综合数据库,用于检查不同水平的噪音,耳闭塞和听力阈值的语音产生。我们招募了49名参与者[其中19人至少有一个频率听力水平≥20 dB],他们完成了句子阅读、持续元音生成和图片描述任务。我们通过分析句子阅读任务中的语音级响应来展示该数据库的实用性。我们对这三个因素进行了分类调查,并使用纯音平均值(PTA)将听力损伤建模为连续变量。关键结果表明,耳闭塞导致语音水平提高,但两者之间存在非线性关系。此外,初步研究结果显示,PTA = 15 dBHL的参与者总体上说话更大声,并且在PTA = 15 dBHL附近发生了分类转变,在高闭塞条件下,听力障碍更严重的个体对噪音的反应更小。相当大的个体可变性挑战了所有调查变量的分类分组,并突出了个性化建模方法的需要。
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引用次数: 0
Remote audiogram and notched-noise tests using Gaussian processes. 使用高斯过程的远程听力图和陷波噪声测试。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042400
Emanuele Perugia, Michael A Stone, Karolina Kluk, Josef Schlittenlacher

The study aimed to develop and validate remote hearing detection (audiogram) and discrimination (notched-noise) tests, which used Bayesian active-learning based Gaussian processes, as a binary discriminator between audible and inaudible sounds, and to choose the stimulus parameters. Forty-two participants (aged 48-75 years) performed the two tests remotely using their own equipment. The participants were recruited with pure-tone audiometry known a priori. The agreements between the true and estimated hearing thresholds were assessed using Bland-Altman plots and concordance correlation coefficients (CCC). The notched-noise test was used to derive auditory filter shape parameters, from which equivalent rectangular bandwidths (ERBs) were estimated. The ERBs were correlated with participants' hearing thresholds and compared to published data. The agreement between the true and estimated hearing thresholds ranged between poor and fair (CCC = 0.19 and 0.34), with an average bias (±limit of agreements) of 27.3 (±17.8) dB. This was attributed to the lack of calibration of the participants' equipment. The estimated ERBs followed the trend of published data and were significantly correlated with pure-tone audiometry at 1000 Hz (rs = 0.36). Our findings indicate that the remote detection and discrimination tests can collectively track the breakpoints, slopes of thresholds, and the width of auditory filters.

本研究旨在开发和验证远程听觉检测(听力图)和识别(缺口噪声)测试,该测试使用基于贝叶斯主动学习的高斯过程作为可听声音和不可听声音的二元鉴别器,并选择刺激参数。42名参与者(48-75岁)使用自己的设备远程进行了两项测试。参与者是用先验的纯音听力法招募的。使用Bland-Altman图和一致性相关系数(CCC)评估真实听力阈值与估计听力阈值之间的一致性。利用陷波噪声检验得到听觉滤波器形状参数,并以此估计等效矩形带宽(ERBs)。erb与参与者的听力阈值相关,并与已发表的数据进行比较。真实听力阈值与估计听力阈值之间的一致性介于差和公平之间(CCC = 0.19和0.34),平均偏差(±一致性限制)为27.3(±17.8)dB。这是由于参与者的设备缺乏校准。估计的erb符合已发表数据的趋势,并且与1000 Hz的纯音听力测量显著相关(rs = 0.36)。我们的研究结果表明,远程检测和识别测试可以共同跟踪断点、阈值的斜率和听觉滤波器的宽度。
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引用次数: 0
Sound power from a collection of monopoles with arbitrary coherence: Theory and application to aeroacoustic noise sources. 任意相干单极子集合的声功率:理论及其在航空声噪声源中的应用。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042361
Tyce W Olaveson, Kent L Gee

Sound power is a fundamental characteristic of an acoustic source that is critical to developing radiation models. Current analytical methods for calculating sound power from a collection of monopoles either assume perfect coherence or incoherence. However, partially coherent sources are plentiful in structural acoustics and aeroacoustic applications. This paper expands the approach of Nelson, Curtis, Elliott, and Bullmore [(1987). J. Sound Vib. 116, 397-414], who calculated sound power due to mutual coupling between coherent sources, to allow for partially coherent interactions. This expression is used to find the sound power from quadrupole-like source configurations with varying degrees of coherence. When calculating the sound power, partially coherent interactions are limited by two factors: a coupling distance and the coherence length. A numerical example of a driven plate is used to demonstrate the regions where the partially coherent sound power is most applicable. It is shown that when the system coherence length is larger than about one wavelength, the sound power can be calculated assuming a fully coherent source. A final example is shown for the T-7A jet at MIL and AB engine conditions. Sound power spectra are created from an equivalent source model of partially coherent monopoles and compared to measured far-field spectra.

声功率是声源的基本特性,对建立辐射模型至关重要。目前计算单极子集合声功率的分析方法要么假设完全相干,要么假设不相干。然而,部分相干声源在结构声学和航空声学中有着广泛的应用。本文扩展了Nelson、Curtis、Elliott和Bullmore[(1987)]的方法。[j] .声学学报,1999,19(1):1 -4。该表达式用于计算具有不同相干度的四极源配置的声功率。在计算声功率时,部分相干相互作用受到两个因素的限制:耦合距离和相干长度。以驱动板为例,说明了部分相干声功率最适用的区域。结果表明,当系统相干长度大于约一个波长时,可以在全相干源条件下计算声功率。最后一个例子显示了在MIL和AB发动机条件下的T-7A喷气式飞机。声功率谱由部分相干单极子的等效源模型产生,并与测量的远场谱进行比较。
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引用次数: 0
Beaked whale (Ziphiidae) foraging along Australia's Northwest Shelf. 沿澳大利亚西北大陆架觅食的喙鲸(喙鲸科)。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042398
Shyam Madhusudhana, Christine Erbe, Evgeny Sidenko, Robert D McCauley

Beaked whales are elusive deep-diving odontocetes, and their distribution and foraging ecology remain poorly documented in Australian waters. This study presents a passive acoustic monitoring (PAM)-based assessment of beaked whale foraging activity along Australia's Northwest Shelf-a continental shelf region with features typically conducive to beaked whale sustenance. The area is also of economic significance due to ongoing offshore oil and gas production, commercial fishing, and commercial shipping, raising concerns about potential impacts on these deep-diving cetaceans. This study collected year-long underwater acoustic datasets from three deep-water sites in the region. Using a semi-automated workflow based on correlogram visualizations, the study identified beaked whale foraging buzzes-short, rapid echolocation click trains associated with prey capture attempts. Analyses revealed year-round foraging activity, with significantly higher levels at night, but no strong spatial or seasonal variations across the study area. These findings suggest persistent use of the region by beaked whales despite offshore industry presence, underscoring the ecological significance of these deep-water habitats. This study highlights the value of PAM, combined with efficient analytical approaches, for monitoring cryptic species in data-limited, industrialized marine environments.

喙鲸是一种难以捉摸的深海齿形动物,它们在澳大利亚水域的分布和觅食生态记录仍然很少。本研究提出了一个被动声学监测(PAM)为基础的评估喙鲸觅食活动沿澳大利亚西北大陆架-大陆架地区的特点,通常有利于喙鲸的食物。由于正在进行的海上石油和天然气生产、商业捕鱼和商业航运,该地区也具有重要的经济意义,这引起了人们对这些深潜鲸类动物潜在影响的担忧。这项研究收集了该地区三个深水地点长达一年的水声数据集。使用基于相关图可视化的半自动化工作流程,该研究确定了喙鲸觅食蜂鸣声-与捕获猎物尝试相关的短而快速的回声定位滴答声。分析显示,全年的觅食活动,夜间的水平明显较高,但在研究区域内没有强烈的空间或季节变化。这些发现表明,尽管近海有工业存在,但喙鲸仍持续使用该地区,强调了这些深水栖息地的生态意义。这项研究强调了PAM结合有效分析方法在数据有限的工业化海洋环境中监测隐秘物种的价值。
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引用次数: 0
Modulation statistics of natural soundscapesa). 自然声景的调制统计。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0039892
Nicole Miller-Viacava, Frédéric Apoux, Regis Ferriere, Nicholas R Friedman, Timothy C Mullet, Jérôme Sueur, Jacob Willie, Christian Lorenzi

Modulation statistics of "natural soundscapes" were estimated by calculating the modulation power spectrum (MPS) of a database of acoustic samples recorded in nine pristine terrestrial habitats for four moments of the day and two contrasting periods, differing in precipitation level. In particular, a set of statistics estimating low-pass quality, starriness, separability, asymmetry, modulation depth, and 1/ftα temporal-modulation power-law relationships were calculated from the MPS of the samples and related to geographical, meteorological factors and diel variations. MPS were found to be generally low-pass in shape in the modulation domain with most of their modulation power restricted to low temporal (<10-20 Hz) and spectral modulations (<0.5-1 cycle/kHz). Modulation statistics were distinguished between habitats irrespective of moment of the day and precipitation period with a greater role of modulation depth and starriness. Separability and starriness were found to be related to the global biodiversity decrease from tropical to polar regions, suggesting that the lack of joint high spectral and fast temporal modulations and MPS complexity are important features that may characterise "biophony," the collective sound produced by animals in a given habitat. These findings may help guide research on monitoring auditory behaviours and underlying mechanisms expected to exploit regularities of natural scenes.

通过计算在9个原始陆地栖息地记录的声学样本数据库的调制功率谱(MPS),估计了“自然声景观”的调制统计数据,这些声学样本记录在一天中的4个时刻和两个不同降水水平的对比时期。特别是,从样本的MPS中计算出一组估计低通质量、星光度、可分离性、不对称性、调制深度和1/ft - α时间调制幂律关系的统计数据,并与地理、气象因素和昼夜变化有关。发现MPS在调制域的形状一般是低通的,它们的大部分调制功率限制在低时间(
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引用次数: 0
Cortical plasticity following short auditory training: A functional near-infrared spectroscopy study. 短期听觉训练后的皮质可塑性:功能性近红外光谱研究。
IF 2.3 2区 物理与天体物理 Q2 ACOUSTICS Pub Date : 2026-02-01 DOI: 10.1121/10.0042353
Stav Bracha, Yael Zaltz

Research has acknowledged the substantial impact of short auditory training on performance enhancements, but the neural mechanisms involved are not fully understood. This study aimed to explore these mechanisms by examining the cortical effects of single-session speech-in-noise (SIN) training with spectrally degraded stimuli, using functional near-infrared spectroscopy (fNIRS). Twenty-four young adults with normal hearing participated in SIN training using noise-vocoded stimuli. Behavioral improvements were evaluated 1-3 days after training. fNIRS recordings were taken before training, 1-3 days after training, and again 1-3 days following the second evaluation, employing a pseudorandom block design with speech, noise, and SIN stimuli. Training led to significant improvements in SIN perception, accompanied by a non-significant trend toward reduced oxygenated blood beta values in the left middle temporal gyrus in response to the trained stimuli across training and testing sessions. This pattern is consistent with the possibility of cortical adaptation and increased neural efficiency during processing of degraded auditory input following brief training, with effects that appear to extend beyond the immediate training session. Further research is needed to determine whether similar short-term training approaches could benefit individuals with hearing or speech perception difficulties.

研究已经承认了短期听觉训练对提高表现的实质性影响,但所涉及的神经机制尚未完全了解。本研究旨在通过使用功能近红外光谱(fNIRS)研究频谱退化刺激下的单次噪声语音(SIN)训练对大脑皮层的影响,探讨这些机制。24名听力正常的年轻人参加了使用噪声编码刺激的SIN训练。训练后1-3天评估行为改善情况。fNIRS记录在训练前、训练后1-3天以及第二次评估后1-3天进行,采用语音、噪声和SIN刺激的伪随机块设计。训练导致SIN感知的显著改善,同时在训练和测试过程中,随着训练刺激的增加,左颞中回的含氧血β值呈不显著的下降趋势。这种模式与皮层适应的可能性是一致的,在短暂训练后,在处理退化的听觉输入过程中,神经效率提高,其影响似乎延伸到即时训练之外。需要进一步的研究来确定类似的短期训练方法是否对听力或语言感知困难的个体有益。
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引用次数: 0
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