AMT 1.x: A toolbox for reproducible research in auditory modeling

IF 1 3区 物理与天体物理 Q4 ACOUSTICS Acta Acustica Pub Date : 2022-01-01 DOI:10.1051/aacus/2022011
P. Majdak, Clara Hollomey, Robert Baumgartner
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引用次数: 34

Abstract

The Auditory Modeling Toolbox (AMT) is a MATLAB/Octave toolbox for the development and application of computational auditory models with a particular focus on binaural hearing. The AMT aims for a consistent implementation of auditory models, well-structured in-code documentation, and inclusion of auditory data required to run the models. The motivation is to provide a toolbox able to reproduce the model predictions and allowing students and researchers to work with and to advance existing models. In the AMT, model implementations can be evaluated in two stages: by running so-called demonstrations, which are quick presentations of a model, and by starting so-called experiments aimed at reproducing results from the corresponding publications. Here, we describe the tools and mechanisms available within the framework of all AMT 1.x versions. The recently released AMT 1.1 includes over 60 models and is freely available as an open-source package from https://www.amtoolbox.org.
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AMT 1。x:听觉建模可重复性研究的工具箱
听觉建模工具箱(AMT)是一个MATLAB/Octave工具箱,用于开发和应用计算听觉模型,特别关注双耳听力。AMT的目标是听觉模型的一致实现,结构良好的代码内文档,以及运行模型所需的听觉数据的包含。其动机是提供一个能够重现模型预测的工具箱,并允许学生和研究人员使用和改进现有模型。在AMT中,模型实现可以分两个阶段进行评估:通过运行所谓的演示,这是模型的快速演示,以及通过启动所谓的实验,旨在从相应的出版物中复制结果。在这里,我们描述了所有AMT 1框架内可用的工具和机制。x版本。最近发布的AMT 1.1包括60多个模型,可以从https://www.amtoolbox.org免费获得开源包。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Acta Acustica
Acta Acustica ACOUSTICS-
CiteScore
2.80
自引率
21.40%
发文量
0
审稿时长
12 weeks
期刊介绍: Acta Acustica, the Journal of the European Acoustics Association (EAA). After the publication of its Journal Acta Acustica from 1993 to 1995, the EAA published Acta Acustica united with Acustica from 1996 to 2019. From 2020, the EAA decided to publish a journal in full Open Access. See Article Processing charges. Acta Acustica reports on original scientific research in acoustics and on engineering applications. The journal considers review papers, scientific papers, technical and applied papers, short communications, letters to the editor. From time to time, special issues and review articles are also published. For book reviews or doctoral thesis abstracts, please contact the Editor in Chief.
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