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ISMIR
2004
Springer
132views Music» more  ISMIR 2004»
13 years 10 months ago
Classification of musical genre: a machine learning approach
In this paper, we investigate the impact of machine learning algorithms in the development of automatic music classification models aiming to capture genres distinctions. The stu...
Roberto Basili, Alfredo Serafini, Armando Stellato
ISMIR
2004
Springer
184views Music» more  ISMIR 2004»
13 years 10 months ago
A Polyphonic Music Retrieval System Using N-Grams
This paper describes the development of a polyphonic music retrieval system with the n-gram approach. Musical n-grams are constructed from polyphonic musical performances in MIDI ...
Shyamala Doraisamy, Stefan M. Rüger
ISMIR
2004
Springer
129views Music» more  ISMIR 2004»
13 years 10 months ago
Visual Collaging Of Music In A Digital Library
This article explores the role visual browsing can play within a digital music library. The context to the work is provided through a review of related techniques drawn from the ...
David Bainbridge, Sally Jo Cunningham, J. Stephen ...
ISMIR
2004
Springer
131views Music» more  ISMIR 2004»
13 years 10 months ago
From Sound Sampling To Song Sampling
This paper proposes to use the techniques of Music Information Retrieval in the context of Music Interaction. We describe a system, the SongSampler, inspired by the technology of ...
Jean-Julien Aucouturier, François Pachet, P...
ISMIR
2004
Springer
108views Music» more  ISMIR 2004»
13 years 10 months ago
Improving Melody Classification by Discriminant Feature Extraction and Fusion
We propose a general approach to discriminant feature extraction and fusion, built on an optimal feature transformation for discriminant analysis [6]. Our experiments indicate tha...
Ming Li, Ronan Sleep
ISMIR
2004
Springer
126views Music» more  ISMIR 2004»
13 years 10 months ago
Tools and Architecture for the Evaluation of Similarity Measures : Case Study of Timbre Similarity
The systematic testing of the very many parameters and algorithmic variants involved in the design of high-level music descriptors at large, and similarity measure in particular, ...
Jean-Julien Aucouturier, François Pachet
ISMIR
2004
Springer
206views Music» more  ISMIR 2004»
13 years 10 months ago
Tempo And Beat Estimation Of Musical Signals
Tempo estimation is fundamental in automatic music processing and in many multimedia applications. This paper presents an automatic tempo tracking system that processes audio reco...
Miguel Alonso, Gaël Richard, Bertrand David
ISMIR
2004
Springer
107views Music» more  ISMIR 2004»
13 years 10 months ago
Survey Of Music Information Needs, Uses, And Seeking Behaviours: Preliminary Findings
User studies focusing upon real-life music information needs, uses and seeking behaviours are still very scarce in the music information retrieval (MIR) and music digital library ...
Jin Ha Lee, J. Stephen Downie
ISMIR
2004
Springer
173views Music» more  ISMIR 2004»
13 years 10 months ago
Stochastic Model of a Robust Audio Fingerprinting System
An audio fingerprint is a compact representation of the perceptually relevant parts of audio content. A suitable audio fingerprint can be used to identify audio files, even if ...
Peter Jan O. Doets, Reginald L. Lagendijk
ISMIR
2004
Springer
119views Music» more  ISMIR 2004»
13 years 10 months ago
Time Series Alignment for Music Information Retrieval
Time series representations are common in MIR applications such as query-by-humming, where a sung query might be represented by a series of ‘notes’ for database retrieval. Whi...
Norman H. Adams, Mark A. Bartsch, Jonah Shifrin, G...