2006:Audio Music Similarity proposal
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Contents
Proposers
- Kris West (University of East Anglia, UK) - kw@cmp.uea.ac.uk
- Elias Pampalk (Austrian Research Institute for Artificial Intelligence (OFAI)) - elias.pampalk@gmail.com
- Paul Lamere (Sun Microsystems Laboratories, USA) - paul.lamere@sun.com
Title
Similarity estimation of Polyphonic Musical Audio
Description
Evaluation of the content-based estimation of the similarity of two audio music examples. Discussion of the evaluation procedures on the MIREX 06 "AudioSim06" contest planning list has been documented on the 2006:Audio Music Similarity and Retrieval page. A full digest of the discussions is available to subscribers from the MIREX 06 "AudioSim06" contest planning list archives.
Submissions will be required to estimate the similarity of each example, in a small music corpora, to each other example and will be evaluated according to a number of metrics, including metrics derived from the metadata available for the corpora (including the genre, artist and album labels) and runtime performance.
Status
Evaluation procedures
Evaluation metrics
Evaluator pseudo-code
Statistical Significance testing
Visualisation
Input data
Content
File formats
Output data
Content
File formats
Suggested calling formats for submitted algorithms
Maximum submission runtime
Test collections
- Magnatune? (MIREX'04 and MIREX'05)
- Epitonic?
- USPOP 2002? (MIREX'05)
Potential Participants
- Elias Pampalk
