MIRACLE - Microphone Array Impulse Response Dataset for Acoustic Learning

dc.contributor.authorKujawski, Adam
dc.contributor.authorPelling, Art J. R.
dc.contributor.authorSarradj, Ennes
dc.date.accessioned2023-10-13T13:47:54Z
dc.date.available2023-10-13T13:47:54Z
dc.date.issued2023-10-12
dc.description.abstractThis work presents a large dataset of measured impulse responses of spatially distributed sources in a plane parallel to a planar microphone array in an anechoic environment. It can be used for various acoustic machine learning tasks and as a benchmark for data-driven modelling and interpolation methods. The dataset, which we call MIRACLE, contains a total of 856, 128 single-channel impulse responses across four different measurement scenarios. A regular grid of 64 × 64 source locations was sampled for two different source plane to array distances. The dataset also contains measurements on a densely sampled 33 × 33 grid for the short distance, as well as measurements with the presence of a reflective panel for the longer distance. We assess the quality of the provided source location labels and provide directivity measurements of the loudspeaker used for excitation.en
dc.description.sponsorshipDFG, 439144410, Deep-Learning-Ansätze für Mikrofonarrays in der akustischen Messtechnik
dc.description.sponsorshipDFG, 504367810, Reduzierte Modellierung akustischer Systeme auf der Basis von Messdaten
dc.identifier.urihttps://depositonce.tu-berlin.de/handle/11303/19519
dc.identifier.urihttps://doi.org/10.14279/depositonce-18318
dc.language.isoen
dc.rights.urihttps://creativecommons.org/licenses/by-nc-sa/4.0/
dc.subject.ddc500 Naturwissenschaften und Mathematik::530 Physik::534 Schall und verwandte Schwingungen
dc.subject.otherimpulse responseen
dc.subject.otherdataseten
dc.subject.othermicrophone arrayen
dc.subject.otheracousticsen
dc.subject.otherImpulsantwortde
dc.subject.otherAkustikde
dc.titleMIRACLE - Microphone Array Impulse Response Dataset for Acoustic Learningen
dc.typeAudio
tub.accessrights.dnbfree*
tub.affiliationFak. 5 Verkehrs- und Maschinensysteme::Inst. Strömungsmechanik und Technische Akustik (ISTA)::FG Technische Akustik

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2024-03-29 21:16:50
revised positional correction
2023-10-13 13:47:54