A framework for the acoustic simulation of passing vehicles using variable length delay lines.

IF 1.7 3区 计算机科学 Q2 ACOUSTICS
Stefano Damiano, Luca Bondi, Andre Guntoro, Toon van Waterschoot
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引用次数: 0

Abstract

The sound produced by vehicles driving on roadways constitutes one of the dominant noise sources in urban areas. The impact of traffic noise on human activities and the related investigation on modeling, assessment, and abatement strategies fueled the research on the simulation of the sound produced by individual passing vehicles. Simulators enable in fact to promote a perceptual assessment of the nature of traffic noise and of the impact of single road agents on the overall soundscape. In this work, we present TrafficSoundSim, an open-source framework for the acoustic simulation of vehicles transiting on a road. We first discuss the generation of the sound signal produced by a vehicle, represented as a combination of road/tire interaction noise and engine noise. We then introduce a propagation model based on the use of variable length delay lines, allowing to simulate acoustic propagation and Doppler effect. The proposed simulator incorporates the effect of air absorption and ground reflection, modeled via complex-valued reflection coefficients dependent on the road surface impedance, as well as a model of the directivity of sound sources representing the passing vehicles. The source signal generation and the propagation stages are decoupled, and all effects are implemented using finite impulse response filters. Moreover, no recorded data is required to run the simulation, making the framework flexible and independent on data availability. Finally, to validate the framework capability to accurately simulate passing vehicles, a comparison between synthetic and recorded pass-by events is presented. The validation shows that sounds generated with the proposed method achieve a good match with recorded events in terms of power spectral density and psychoacoustics metrics as well as a perceptually plausible result.

利用长度可变的延迟线对过往车辆进行声学模拟的框架。
车辆在道路上行驶时产生的声音是城市地区的主要噪声源之一。交通噪声对人类活动的影响以及对建模、评估和减噪策略的相关研究,推动了对单个过往车辆产生的声音进行模拟的研究。事实上,模拟器能够促进对交通噪声性质的感知评估,以及单个道路主体对整体声景的影响。在这项工作中,我们介绍了 TrafficSoundSim,这是一个用于道路车辆声学模拟的开源框架。我们首先讨论了车辆产生的声音信号的产生过程,该信号由道路/轮胎相互作用噪声和发动机噪声组合而成。然后,我们介绍了一种基于可变长度延迟线的传播模型,可以模拟声波传播和多普勒效应。所提议的模拟器包含空气吸收和地面反射的影响(通过与路面阻抗相关的复值反射系数进行建模),以及代表过往车辆的声源指向性模型。声源信号的产生和传播阶段是分离的,所有影响都是通过有限脉冲响应滤波器实现的。此外,运行模拟不需要记录数据,这使得该框架非常灵活,不受数据可用性的影响。最后,为了验证该框架准确模拟过往车辆的能力,我们对合成和记录的过往事件进行了比较。验证结果表明,在功率谱密度和心理声学指标方面,使用所提出的方法生成的声音与记录的事件非常吻合,而且结果在感知上也是可信的。
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来源期刊
Eurasip Journal on Audio Speech and Music Processing
Eurasip Journal on Audio Speech and Music Processing ACOUSTICS-ENGINEERING, ELECTRICAL & ELECTRONIC
CiteScore
4.10
自引率
4.20%
发文量
0
审稿时长
12 months
期刊介绍: The aim of “EURASIP Journal on Audio, Speech, and Music Processing” is to bring together researchers, scientists and engineers working on the theory and applications of the processing of various audio signals, with a specific focus on speech and music. EURASIP Journal on Audio, Speech, and Music Processing will be an interdisciplinary journal for the dissemination of all basic and applied aspects of speech communication and audio processes.
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