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Info Navigator: A visualization tool for document searching and browsing

Carey, Matthew; Heesch, Daniel and Rüger, Stefan (2003). Info Navigator: A visualization tool for document searching and browsing. In: 9th International Conference on Distributed Multimedia Systems (DMS), 24-26 Sept 2003, Miami, Florida.

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In this paper we investigate the retrieval performance of monophonic and polyphonic queries made on a polyphonic music database. We extend the n-gram approach for full-music indexing of monophonic music data to polyphonic music using both rhythm and pitch information. We define an experimental framework for a comparative and fault-tolerance study of various n-gramming strategies and encoding levels. For monophonic queries, we focus in particular on query-by-humming systems, and for polyphonic queries on query-by-example. Error models addressed in several studies are surveyed for the fault-tolerance study. Our experiments show that different n-gramming strategies and encoding precision differ widely in their effectiveness. We present the results of our study on a collection of 6366 polyphonic MIDI-encoded music pieces.

Item Type: Conference Item
Academic Unit/Department: Faculty of Science, Technology, Engineering and Mathematics (STEM) > Knowledge Media Institute (KMi)
Faculty of Science, Technology, Engineering and Mathematics (STEM)
Item ID: 8038
Depositing User: Users 7283 not found.
Date Deposited: 12 Jun 2007
Last Modified: 04 Oct 2016 19:46
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