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Pyroomacoustics: A Python package for audio room simulation and array processing algorithms

Abstract: 

We present pyroomacoustics, a software package aimed at the rapid development and testing of audio array processing algorithms. The content of the package can be divided into three main components: an intuitive Python object-oriented interface to quickly construct different simulation scenarios involving multiple sound sources and microphones in 2D and 3D rooms; a fast C implementation of the image source model for general polyhedral rooms to efficiently generate room impulse responses and simulate the propagation between sources and receivers; and finally, reference implementations of popular algorithms for beamforming, direction finding, and adaptive filtering. Together, they form a package with the potential to speed up the time to market of new algorithms by significantly reducing the implementation overhead in the performance evaluation step.

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Paper Details

Authors:
Robin Scheibler, Eric Bezzam, Ivan Dokmanic
Submitted On:
23 April 2018 - 4:18am
Short Link:
Type:
Poster
Event:
Presenter's Name:
Robin Scheibler and Eric Bezzam
Paper Code:
1128
Document Year:
2018
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[1] Robin Scheibler, Eric Bezzam, Ivan Dokmanic, "Pyroomacoustics: A Python package for audio room simulation and array processing algorithms", IEEE SigPort, 2018. [Online]. Available: http://sigport.org/3146. Accessed: Oct. 17, 2018.
@article{3146-18,
url = {http://sigport.org/3146},
author = {Robin Scheibler; Eric Bezzam; Ivan Dokmanic },
publisher = {IEEE SigPort},
title = {Pyroomacoustics: A Python package for audio room simulation and array processing algorithms},
year = {2018} }
TY - EJOUR
T1 - Pyroomacoustics: A Python package for audio room simulation and array processing algorithms
AU - Robin Scheibler; Eric Bezzam; Ivan Dokmanic
PY - 2018
PB - IEEE SigPort
UR - http://sigport.org/3146
ER -
Robin Scheibler, Eric Bezzam, Ivan Dokmanic. (2018). Pyroomacoustics: A Python package for audio room simulation and array processing algorithms. IEEE SigPort. http://sigport.org/3146
Robin Scheibler, Eric Bezzam, Ivan Dokmanic, 2018. Pyroomacoustics: A Python package for audio room simulation and array processing algorithms. Available at: http://sigport.org/3146.
Robin Scheibler, Eric Bezzam, Ivan Dokmanic. (2018). "Pyroomacoustics: A Python package for audio room simulation and array processing algorithms." Web.
1. Robin Scheibler, Eric Bezzam, Ivan Dokmanic. Pyroomacoustics: A Python package for audio room simulation and array processing algorithms [Internet]. IEEE SigPort; 2018. Available from : http://sigport.org/3146