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Development of real-time audio processing applications for GPGPUs is not without challenges. Parallel processing of audio signals is often constrained by serial dependencies within or between algorithms. On GPGPUs, insufficient data pressure further limits the attainable performance improvements, as it causes inactivity of the GPU cores. In this paper, we analyze the limits of audio processing on GPGPUs and present an approach based on event-driven scheduling, that maximizes data pressure to favour performance improvements. We also present recent enhancements of Audio n-Genie, an open-source development environment for audio-processing applications. By combining Audio n-Genie and the proposed approach, we show that it is possible to increase audio processing speed-up.
Author (s): Leidi, Tiziano;
Heeb, Thierry;
Colla, Marco;
Thiran, Jean-Philippe;
Affiliation:
EPFL, Lausanne, Switzerland; ICIMSI-SUPSI, Manno, Switzerland
(See document for exact affiliation information.)
AES Convention: 130
Paper Number:8417
Publication Date:
2011-05-06
Session subject:
Audio Signal Processing and Analysis
DOI:
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Leidi, Tiziano; Heeb, Thierry; Colla, Marco; Thiran, Jean-Philippe; 2011; Event-Driven Real-Time Audio Processing with GPGPUs [PDF]; EPFL, Lausanne, Switzerland; ICIMSI-SUPSI, Manno, Switzerland; Paper 8417; Available from: https://aes.org/publications/elibrary-page/?id=15884
Leidi, Tiziano; Heeb, Thierry; Colla, Marco; Thiran, Jean-Philippe; Event-Driven Real-Time Audio Processing with GPGPUs [PDF]; EPFL, Lausanne, Switzerland; ICIMSI-SUPSI, Manno, Switzerland; Paper 8417; 2011 Available: https://aes.org/publications/elibrary-page/?id=15884
@inproceedings{Leidi2011event-driven,
title={{Event-Driven Real-Time Audio Processing with GPGPUs}},
author={Leidi, Tiziano and Heeb, Thierry and Colla, Marco and Thiran, Jean-Philippe},
year={2011},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 8417; AES Convention 130; May 2011},
number={8417},
organization={AES},
}
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