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Microphone array speech enhancement based on optimized IMCRA 基于优化IMCRA的麦克风阵列语音增强
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-11-01 DOI: 10.3397/1/376944
Qiuying Li, Tao Zhang, Yanzhang Geng, Zhenke Gao
Microphone array speech enhancement algorithm uses temporal and spatial informa- tion to improve the performance of speech noise reduction significantly. By combining noise estimation algorithm with microphone array speech enhancement, the accuracy of noise estimation is improved, and the computation is reduced. In traditional noise es- timation algorithms, the noise power spectrum is not updated in the presence of speech, which leads to the delay and deviation of noise spectrum estimation. An optimized im- proved minimum controlled recursion average speech enhancement algorithm, based on a microphone matrix is proposed in this paper. It consists of three parts. The first part is the preprocessing, divided into two branches: the upper branch enhances the speech signal, and the lower branch gets the noise. The second part is the optimized improved minimum controlled recursive averaging. The noise power spectrum is updated not only in the non-speech segments but also in the speech segments. Fi- nally, according to the estimated noise power spectrum, the minimum mean-square error log-spectral amplitude algorithm is used to enhance speech. Testing data are from TIMIT and Noisex-92 databases. Short-time objective intelligibility and seg- mental signal-to-noise ratio are chosen as evaluation metrics. Experimental results show that the proposed speech enhancement algorithm can improve the segmental signal-to-noise ratio and short-time objective intelligibility for various noise types at different signal-to-noise ratio levels.
麦克风阵列语音增强算法利用时间和空间信息,显著提高了语音降噪性能。通过将噪声估计算法与麦克风阵列语音增强相结合,提高了噪声估计的精度,减少了计算量。传统的噪声估计算法在语音存在的情况下不更新噪声功率谱,导致噪声谱估计的延迟和偏差。提出了一种优化改进的基于麦克风矩阵的最小控制递归平均语音增强算法。它由三部分组成。第一部分是预处理,分为两个支路:上支路对语音信号进行增强,下支路对噪声进行处理。第二部分是优化改进的最小控制递归平均。噪声功率谱不仅在非语音段更新,而且在语音段更新。最后,根据估计的噪声功率谱,采用最小均方误差对数谱幅值算法对语音进行增强。测试数据来自TIMIT和Noisex-92数据库。选取短时客观可理解度和区段信噪比作为评价指标。实验结果表明,本文提出的语音增强算法能够提高不同信噪比水平下不同噪声类型的分段信噪比和短时客观可理解度。
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引用次数: 0
Case study: Experimental characterization of noise and vibration sources in a refrigerator 案例研究:冰箱噪声和振动源的实验表征
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-11-01 DOI: 10.3397/1/376945
Roberto Zárate Espinosa, J. Poblet-Puig, Martín Ortega Breña, Marcelo López Parra
The sources of noise and vibration of a refrigerator are characterized by means of laboratory measurements. Three different elements are considered: compressor, evaporator fan, and condenser fan. Both the radiated acoustic energy and the mechanical power injected to the refrigerator structure are measured. Acoustic intensity maps on the refrigerator faces at different frequencies are also provided They are helpful in visualizing the more problematic zones in terms of noise emis- sion. The devices are tested in vacuo or working inside the refrigerator. The provided information can be used as input data for vibroacoustic simulation models such as statistical energy analysis. It is also of interest in order to improve the refrigerator acoustic design.
用实验室测量的方法对冰箱的噪声源和振动源进行了表征。考虑三个不同的元件:压缩机,蒸发器风扇和冷凝器风扇。测量了制冷机结构的辐射声能和注入的机械功率。还提供了冰箱表面不同频率的声强图,它们有助于可视化噪声发射方面的更多问题区域。这些设备在真空或冰箱内进行测试。所提供的信息可作为统计能量分析等振动声学仿真模型的输入数据。为了改进冰箱的声学设计,这也引起了人们的兴趣。
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引用次数: 1
Measurement and theoretical analysis of sound absorption of simple cubic and hexagonal lattice granules 简单立方和六方晶格颗粒吸声性能的测量与理论分析
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376937
Shuichi Sakamoto, Kohei Il, Ibuki Katayama, Kyosuke Suzuki
A structure that possesses a continuous pore space packed with a granular material exhibits acoustic characteristics based on the principle similar to that of a porous material. Such a structure is used in low-noise pavement and ballast track. Therefore, predicting the sound absorption characteristics of a clearance generated in a granular material from the particle diameter and the physical property of gas is useful for engineering. This article deals with two packing models, namely, the simple cubic lattice model and the hexagonal lattice model, to measure the sound absorption coefficient of the structure packed with a granular material whose particle diameter is a few mm. Furthermore, a simple and accurate theoretical analysis that uses a one-dimensional transfer matrix method, which does not require numerous parameters, was performed. Comparing experimental values, when the particle diameter of the granular material was 4 mm, the percentage of the boundary layer in the clearance was moderately larger than when the diameter was 8 mm; therefore, the effect of viscosity on it was larger, and its sound absorption coefficient peak was higher. Moreover, compared with the simple cubic lattice, the hexagonal lattice had a higher percentage of boundary layer in the clearance because of its smaller volume of pore space. Then, the influence of friction due to the viscosity on it was higher, and its sound absorption coefficient peak was higher. In addition, the theoretical values obtained by the proposed analysis method typically matched the experiment values.
具有填充有颗粒材料的连续孔隙空间的结构基于类似于多孔材料的原理表现出声学特性。这种结构用于低噪声路面和有砟轨道。因此,根据颗粒直径和气体的物理性质预测颗粒材料中产生的间隙的吸声特性对于工程是有用的。本文讨论了两种填充模型,即简单立方晶格模型和六边形晶格模型,以测量颗粒直径为几毫米的颗粒材料填充结构的吸声系数。此外,使用一维传递矩阵方法进行了简单而准确的理论分析,该方法不需要大量参数,执行。比较实验值,当颗粒材料的粒径为4mm时,边界层在间隙中的百分比适度大于直径为8mm时;因此,粘度对其影响较大,其吸声系数峰值较高。此外,与简单的立方晶格相比,六边形晶格由于其较小的孔隙空间体积,在间隙中具有较高的边界层百分比。然后,粘度引起的摩擦对其影响更大,其吸声系数峰值更高。此外,通过所提出的分析方法获得的理论值通常与实验值相匹配。
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引用次数: 2
Aerodynamic design and acoustic effect study of key geometric parameters of a sirocco fan 西洛克风扇关键几何参数的气动设计及声学效应研究
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376940
Chen Wang, Kai Mai, Lanhao Fang, Naitong Liu
A sirocco fan (forward-curved centrifugal fan), including impeller blades and volute, is designed, and the empirical value ranges of several significant design parameters are discussed and summarized fromthe perspective of both aerodynamics and practical structure. Unsteady-flow numerical simulation and radiated sound-field calculation by indirect boundary element method are combined to evaluate its aerodynamic and acoustic performances. Both the discrete noise source from the rotating impeller and broadband noise source from the volute are considered. Obvious flow separation occurs in the flow passage of impeller blades due to large angle of attack, and the tongue region is the major noise source area due to the small impeller-tongue gap. Therefore, parametric studies for blade installation angle and impeller-tongue gap are performed. Analyses of flow- and sound-field indicate that appropriate reduction of blade geometry incidence angle weakens the flow separation, thereby improving both the aerodynamic and acoustic performances, and reasonable increase of the impeller-tongue gap has a remarkable noise reduction effect for the major noise source area near the volute tongue. The optimized sirocco fan meets the requirement of the industrial project, i.e., the far-field A-weighted sound power level lower than 64.0 dB(A), and achieves larger volume flow rate and total pressure rise. The results also imply that fast steady-flow numerical simulation result is indicative of the acoustic performance to some extent if the acoustic evaluation is urgent. Furthermore, optimization of the key structural parameters in the stage of design is preferable in practical engineering, instead of taking follow-up noise reduction measures.
设计了一种包括叶轮叶片和蜗壳的西洛克风机,并从空气动力学和实际结构的角度讨论和总结了几个重要设计参数的经验值范围。将非定常流数值模拟和间接边界元辐射声场计算相结合,对其气动和声学性能进行了评价。同时考虑了来自旋转叶轮的离散噪声源和来自蜗壳的宽带噪声源。由于攻角大,叶轮叶片流道中出现明显的流分离,而由于叶轮舌间隙小,舌区是主要的噪声源区。因此,对叶片安装角度和叶轮舌片间隙进行了参数研究。流场和声场分析表明,适当减小叶片几何入射角可以削弱流的分离,从而改善气动和声学性能,合理增大叶轮舌片间隙对蜗壳舌片附近的主要噪声源区具有显著的降噪效果。优化后的西洛克风机满足了工业项目的要求,即远场A加权声功率级低于64.0 dB(A),并实现了更大的体积流量和总压升。研究结果还表明,如果急需声学评估,快速定常流数值模拟结果在一定程度上可以反映声学性能。此外,在实际工程中,最好在设计阶段对关键结构参数进行优化,而不是采取后续的降噪措施。
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引用次数: 0
Singular vector filtering method for mitigation of disturbance enhancement in multichannel active noise control systems 多通道有源噪声控制系统中抑制扰动增强的奇异矢量滤波方法
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376941
Yongjie Zhuang, Xuchen Wang, Yangfan Liu
In the design of multichannel active noise control filters, the disturbance enhancement phenomenon will sometimes occur, i.e., the resulting sound is enhanced instead of being reduced in some frequency bands, if the control filter is designed to minimize the power of error signals in other frequency bands or across all frequencies. In previous work, a truncated singular value decomposition method was applied to the system autocorrelation matrix to mitigate the disturbance enhancement. Some small singular values and the associated singular vectors are removed, if they are responsible for unwanted disturbance enhancement in some frequency bands. However, some of these removed singular vectors may still contribute to the noise control performance in other frequency bands; thus, a direct truncation will degrade the noise control performance. In the present work, through an additional filtering process, the set of singular vectors that causes the disturbance enhancement is replaced by a set of new singular vectors whose frequency responses are attenuated in the frequency band where disturbance enhancement occurs, while the frequency responses in other frequency bands are unchanged. Compared with truncation approach, the proposed method can maintain the performance in the noise reduction bands, while mitigating the influence in disturbance enhancement bands.
在多通道有源噪声控制滤波器的设计中,有时会出现干扰增强现象,即,如果控制滤波器被设计为最小化其他频带或所有频率上的误差信号的功率,则在某些频带中产生的声音会增强而不是减少。在以前的工作中,将截断奇异值分解方法应用于系统自相关矩阵,以减轻扰动增强。如果一些小的奇异值和相关的奇异向量是某些频带中不必要的扰动增强的原因,那么它们将被去除。然而,这些去除的奇异矢量中的一些可能仍然有助于其他频带中的噪声控制性能;因此,直接截断将降低噪声控制性能。在本工作中,通过额外的滤波过程,将引起扰动增强的奇异向量集替换为一组新的奇异向量,该奇异向量的频率响应在发生扰动增强的频带中衰减,而其他频带中的频率响应不变。与截断方法相比,该方法可以保持降噪频带的性能,同时减轻干扰增强频带的影响。
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引用次数: 0
Sound transmission paths through a statistical energy analysis model of mechanically linked aircraft double-walls 通过机械连接飞机双壁的统计能量分析模型的声音传播路径
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376938
Raef Chérif, A. Wareing, N. Atalla
Sound transmission loss (TL) through mechanically linked aircraft double-walls is studied with a statistical energy analysis method. An overview of the method is given with details on acoustic and structural transfer path analysis. The studied structure is composed of a thick composite sandwich panel representative of a skin panel, lined with an acoustic insulation layer (glass wool), and structurally connected via vibration isolators to a thin composite sandwich lining panel representative of a trim panel. Two types of vibration isolators are considered: a soft and rigid mechanical link. Various experimental methods were used to assess the accuracy of this model. This study shows the robustness of the simple four-pole modeling of isolators, which depends mainly on the importance of correctly determining the experimental dynamic stiffness of typical aircraft vibration isolators. The prediction of the TL while acceptable was, however, found less satisfactory for the soft configuration. This is traced to the uncertainties on the used coupling loss factor. Finally, a transfer path analysis is performed to identify the contribution of each transmission path in the entire frequency range of interest. Results show that non-resonant airborne transmission dominates in low frequencies, the airborne radiation is significant in the critical frequency region of the panels, while the structure-borne radiation increases the noise transmitted in the mid- and high-frequency ranges.
采用统计能量分析方法研究了机械连接飞机双壁的声传输损耗。概述了该方法,并详细介绍了声学和结构传递路径分析。所研究的结构由代表蒙皮面板的厚复合材料夹芯板组成,内衬隔音层(玻璃棉),并通过隔振器在结构上连接到代表饰板的薄复合材料夹芯衬板。考虑了两种类型的隔振器:柔性和刚性机械连杆。使用各种实验方法来评估该模型的准确性。本研究表明了隔振器简单四极建模的稳健性,这主要取决于正确确定典型飞机隔振器实验动态刚度的重要性。然而,TL的预测虽然是可接受的,但对于软配置来说却不太令人满意。这可以追溯到所使用的耦合损耗因子的不确定性。最后,执行传输路径分析以识别每个传输路径在感兴趣的整个频率范围中的贡献。结果表明,非共振空气传播在低频段占主导地位,空气辐射在面板的临界频率区域显著,而结构辐射增加了中高频段的噪声传播。
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引用次数: 1
Identification of uncertainty levels of acoustic properties of biocomposites under different mounting conditions in impedance tube tests 阻抗管试验中不同安装条件下生物复合材料声学特性不确定度的识别
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376936
H. Koruk, Y. Saygili, Garip Genc, K. Sanliturk
Impedance tube method is widely used to measure acoustic properties of materials. Although this method yields reliable acoustic properties for soft textured materials, uncertainty levels of measured acoustic properties for hard materials, including biocomposites, can be quite large, mainly due to uncertain mounting conditions. Here, the effects of mounting conditions on the acoustic properties of biocomposites in an impedance tube are investigated. First, nominally identical biocomposite samples with a diameter equal to the inner diameter of impedance tube are manufactured and their acoustic properties are determined. As hard materials practically cause fitting problems in the impedance tube, the diameters of samples are reduced, as in practice, by small amounts and acoustic properties of modified samples are determined. Furthermore, in order to match the diameters of samples to the inner diameter of impedance tube, different materials such as tape, petroleum jelly and cotton are applied around samples to close the air gap between the samples and the tube's inner wall. All the results are compared, and the uncertainty levels caused by different mounting conditions on the acoustic properties of biocomposites are identified. The results show that the transmission loss (TL) measurements are dramatically affected by the mounting conditions while the sound absorption conditions are less sensitive to the mounting conditions. The deviations in the measured TL levels are highest for the samples with tape and wax (10–15 dB). On the other hand, the deviations in the measured sound absorption coefficients are highest for the samples with cotton and tape (1–2%).
阻抗管法被广泛用于测量材料的声学特性。虽然这种方法对软纹理材料产生可靠的声学性能,但对硬材料(包括生物复合材料)测量的声学性能的不确定性水平可能相当大,主要是由于不确定的安装条件。本文研究了在阻抗管中安装条件对生物复合材料声学性能的影响。首先,制作直径等于阻抗管内径的名义上相同的生物复合材料样品,并测定其声学特性。由于硬材料实际上会导致阻抗管的拟合问题,因此在实践中,样品的直径被减少了少量,并且修改后的样品的声学特性被确定。此外,为了使样品的直径与阻抗管的内径相匹配,在样品周围涂上胶带、凡士林、棉花等不同的材料,以封闭样品与阻抗管内壁之间的气隙。对所有结果进行了比较,并确定了不同安装条件对生物复合材料声学性能的不确定度。结果表明:传输损耗受安装条件的影响较大,而吸声条件对安装条件的影响较小。使用胶带和蜡的样品测得的TL水平偏差最大(10-15 dB)。另一方面,测量的吸声系数偏差在棉花和胶带样品中最大(1-2%)。
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引用次数: 0
Prediction and measurement of acoustic transmission loss of acoustic window with composite sandwich structure 复合材料夹层结构声窗传声损失的预测与测量
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376939
C. M. Lee, K. Jeon, B. Jung, Y. M. Lee, M. Kang
Underwater acoustic detection sensors are mounted on the outside of the submarine; the acoustic window for protecting these sensors must be structurally robust while also minimizing any deterioration of sensor's sound detection performance. These two conditions are typically satisfied simultaneously by using composite materials with acoustic window materials. However, since such composite material is manufactured by laminating fibers, there is the probability that delamination occurs, in which an air layer is formed inside, due to manufacturing process errors. Delamination inside the acoustic window degrades the sensor's acoustic performance and results in a failure of military operations. In the case of composites composed of sandwich structures located in the central part, the possibility of internal delamination is higher than in a single composite material. Therefore, it is very important to discriminate the presence or absence of internal delamination after producing an acoustic window. This article uses numerical and analytical methods to determine the internal delamination of the acoustic window fabricated with a sandwich structure. In addition, the results were analyzed and compared through ultrasonic measurement and acoustic transmission loss test.
水声探测传感器安装在潜艇的外部;保护这些传感器的声窗必须在结构上坚固耐用,同时最大限度地减少传感器声音检测性能的恶化。复合材料与声窗材料通常同时满足这两个条件。然而,由于这种复合材料是通过层压纤维制造的,因此由于制造工艺错误,有可能发生脱层,其中内部形成空气层。声窗内部的分层会降低传感器的声学性能,导致军事行动失败。当复合材料由位于中心部位的夹层结构组成时,其内部分层的可能性高于单一复合材料。因此,在产生声窗后,区分内部分层的存在与否是非常重要的。本文采用数值方法和解析方法对夹层结构声窗的内部分层进行了研究。并通过超声测量和声透射损耗试验对结果进行了分析比较。
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引用次数: 0
Experimental design for verification and validation of harmonic vibration control systems 谐波控制系统验证与验证的实验设计
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-09-01 DOI: 10.3397/1/376942
J. Wang
Verification and validation represent an important procedure for model-based systems engineering design processes. One of the crucial tasks for verification and validation is to test whether the control system has reached performance limit. This is challenging since complicated theories and complex steps are often involved to achieve such an objective; meanwhile, the state of the art for testing performance limit requires iterative procedures. A simple and one-off experimental design for telling whether a control system reaches its performance limit is thus necessitated. This article introduces a remarkable test criterion for fulfilling the requirement. Both theoretical foundation and experiment design procedures are presented. Numerical examples are illustrated for the proposed method, where it is also shown that the simple method can be generalized to determining performance limit maps over both frequencies and physical parameters.
验证和确认是基于模型的系统工程设计过程中的一个重要步骤。验证和验证的关键任务之一是测试控制系统是否达到性能极限。这是具有挑战性的,因为实现这一目标往往涉及复杂的理论和复杂的步骤;同时,测试性能极限的技术状态需要迭代过程。因此,需要一种简单的一次性实验设计来判断控制系统是否达到其性能极限。本文介绍了满足这一要求的一个重要的测试标准。给出了理论基础和实验设计步骤。数值算例表明,该方法可以推广到确定频率和物理参数上的性能极限映射。
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引用次数: 0
Station facilities and noise assessment: A multilevel analysis on light rail train stations 车站设施与噪声评价:轻轨列车站的多层次分析
IF 0.4 4区 工程技术 Q4 ACOUSTICS Pub Date : 2021-07-01 DOI: 10.3397/1/376933
Yalcin Yildirim, D. Allen
Noise is one of the most frequent consequences of traffic. Public transportation systems, such as the Dallas Area Rapid Transit (DART) authority provides various modes of transportation. Even though the availability of commuting service for the public is a boon to communities, mass transit systems are potential sources of excessive sound levels in daily urban life. This article examines the nexus between the transit station facilities of light rail train (LRT) stations and noise implications at both station and neighborhood scales by studying selected LRT stations. A multilevel linear analysis was conducted to understand the degree of train station amenities and neighborhood characteristics that affect sound levels. Using a type II sound pressure level (SPL)meter, sound measurements were obtained during the weekdays and weekends over several weeks. Upon examining the station amenities, and built environment and sociodemographic characteristics of the neighborhood, findings of this comprehensive research reveal significant implications for sound levels. Stations with ticket vending machines and informative message boards include a higher degree of significance on SPLs, while shelters, crew rooms, bike lockers, restrooms, and windshields are significantly and negatively associated with the noise levels. Additionally, neighborhoods with dense roads, higher speed limits, more neighborhood facilities, and a higher number of transit routes have an increased likelihood of noise levels. Recommendations include creating transformative policies for implementation, and approaches addressing noise for transit authorities, transportation engineers, and planners are presented. Planning and engineering aspects of comfort, aesthetics, safety, and public health, as train stations are daily use spaces for commuters and surrounding communities, should also be considered.
噪音是交通最常见的后果之一。公共交通系统,如达拉斯地区快速交通(DART)当局提供各种交通方式。尽管公众通勤服务的可用性对社区来说是一个福音,但公共交通系统是城市日常生活中噪音过大的潜在来源。本文通过选取的轻轨站点,探讨了轻轨站点设施与站点和社区尺度上的噪声影响之间的关系。通过多层次线性分析,了解火车站设施和邻里特征对声级的影响程度。使用II型声压级(SPL)计,在工作日和周末进行了数周的声音测量。通过检查车站设施、建筑环境和社区的社会人口特征,这项综合研究的结果揭示了对声音水平的重大影响。设有自动售票机和信息留言板的车站对噪音声级的影响更大,而掩蔽处、船员室、自行车储物柜、洗手间和挡风玻璃则与噪音声级显著负相关。此外,道路密集、限速更高、社区设施更多、交通线路数量更多的社区,噪音水平的可能性也会增加。建议包括为实施制定变革性政策,以及为交通当局、交通工程师和规划者提供解决噪音的方法。规划和工程方面的舒适性,美观性,安全性和公共卫生,因为火车站是通勤者和周围社区的日常使用空间,也应该考虑。
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引用次数: 1
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Noise Control Engineering Journal
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