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This paper is about classification of time-frequency (TF) regions in stereo audio data by the type of mixture the region represents. The detection of the type of mixing is necessary for example in source separation, upmixing and audio manipulation applications. We propose a generic signal model and a method to classify the TF regions into six classes which are different combinations of central, panned, and uncorrelated sources. We give an overview of traditional techniques for comparing frequency-domain data and propose a new approach for classification which is based on measures specially trained for the six classes. The performance of the new measures is studied and demonstrated using synthetic and real audio data.
Author (s): Härmä, Aki;
Affiliation:
Philips Research Europe, Eindhoven, The Netherlands
(See document for exact affiliation information.)
AES Convention: 128
Paper Number:7980
Publication Date:
2010-05-06
Session subject:
Spatial Signal Processing
DOI:
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Härmä, Aki; 2010; Classification of Time-Frequency Regions in Stereo Audio [PDF]; Philips Research Europe, Eindhoven, The Netherlands; Paper 7980; Available from: https://aes.org/publications/elibrary-page/?id=15277
Härmä, Aki; Classification of Time-Frequency Regions in Stereo Audio [PDF]; Philips Research Europe, Eindhoven, The Netherlands; Paper 7980; 2010 Available: https://aes.org/publications/elibrary-page/?id=15277
@inproceedings{Härmä2010classification,
title={{Classification of Time-Frequency Regions in Stereo Audio}},
author={Härmä, Aki},
year={2010},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 7980; AES Convention 128; May 2010},
number={7980},
organization={AES},
}
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