NDLI: Dictionary based inverted index for music information retrieval

Content Provider	IEEE Xplore Digital Library
Author	Xiao-Hong Yang Qing-Cai Chen Xiao-Long Wang
Copyright Year	2010
Description	Author affiliation: Department of Computer Science and Technology, Key Laboratory of Network Oriented Intelligent Computation, Harbin Institute of Technology Shenzhen Graduate School, Shenzhen 518055, China (Xiao-Hong Yang; Qing-Cai Chen; Xiao-Long Wang)
Abstract	With the rapid progress in data storage and communication technology, there has been an explosive growth of music information. As the traditional metadata-based search engine can not provide natural and intuitive way to retrieve music, content-based music information retrieval has been attracting more and more attention and is becoming a popular research topic over the past decades. How to organize and search large scale music collections is one of the most fundamental challenging research problems. In this paper we introduce an inverted index approach well known in text information retrieval to organize and index music collections. According to musical form structure and repetition rule of musical themes, repeating patterns can be regarded as representation for musical themes. Statistical result indicates repeating patterns follow Zipf's law on a given music database. Music melodies are segmented into phrases based on musical dictionary composed of repeating patterns, and added into inverted index with necessary music information. Experimental results reveal that proposed index method outperforms the compared method greatly with much less storage space.
File Size	428393
Starting Page	3317
Ending Page	3312
File Format	PDF
ISBN	9781424465262
e-ISBN	9781424465279
DOI	10.1109/ICMLC.2010.5580673
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2010-07-11
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Dictionaries Music melody segmentation Music information retrieval query by humming/singing inverted index dictionary construction
Content Type	Text
Resource Type	Article

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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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