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The Importance of Sequences in Music Similarity

Casey, Michael A. and Slaney, M.. 2006. The Importance of Sequences in Music Similarity. IEEE International Conference on Acoustics, Speech and Signal Processing, [Article]

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Abstract or Description

This paper demonstrates the importance of temporal sequences for passage-level music information retrieval. A number of audio analysis problems are solved successfully by using models that throw away the temporal sequence data. This paper suggests that we do not have this luxury when we consider a more difficult problem: that is finding musically similar passages within a narrow range of musical styles or within a single musical piece. Our results demonstrate a significant improvement in performance for audio similarity measures using temporal sequences of features, and we show that quantizing the features to string-based representations also performs well, thus admitting efficient implementations based on string matching.

Item Type:

Article

Departments, Centres and Research Units:

Computing

Dates:

DateEvent
May 2006Published

Item ID:

15159

Date Deposited:

01 Dec 2015 15:02

Last Modified:

20 Jun 2017 09:43

Peer Reviewed:

Yes, this version has been peer-reviewed.

URI:

http://research.gold.ac.uk/id/eprint/15159

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