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» A User-Oriented Approach to Music Information Retrieval
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MIR
2006
ACM
172views Multimedia» more  MIR 2006»
15 years 3 months ago
Combining audio-based similarity with web-based data to accelerate automatic music playlist generation
We present a technique for combining audio signal-based music similarity with web-based musical artist similarity to accelerate the task of automatic playlist generation. We demon...
Peter Knees, Tim Pohle, Markus Schedl, Gerhard Wid...
ISMIR
2005
Springer
143views Music» more  ISMIR 2005»
15 years 3 months ago
A Robust Mid-Level Representation for Harmonic Content in Music Signals
When considering the problem of audio-to-audio matching, determining musical similarity using low-level features such as Fourier transforms and MFCCs is an extremely difficult ta...
Juan Pablo Bello, Jeremy Pickens
ISMIR
2005
Springer
165views Music» more  ISMIR 2005»
15 years 3 months ago
Inferring Efficient Hierarchical Taxonomies for MIR Tasks: Application to Musical Instruments
A number of approaches for automatic audio classification are based on hierarchical taxonomies since it is acknowledged that improved performance can be thereby obtained. In this...
Slim Essid, Gaël Richard, Bertrand David
ISMIR
2005
Springer
120views Music» more  ISMIR 2005»
15 years 3 months ago
Improvements of Audio-Based Music Similarity and Genre Classificaton
Audio-based music similarity measures can be applied to automatically generate playlists or recommendations. In this paper spectral similarity is combined with complementary infor...
Elias Pampalk, Arthur Flexer, Gerhard Widmer
ISMIR
2005
Springer
127views Music» more  ISMIR 2005»
15 years 3 months ago
Distributed Audio Feature Extraction for Music
One of the important challenges facing music information retrieval (MIR) of audio signals is scaling analysis algorithms to large collections. Typically, analysis of audio signals...
Stuart Bray, George Tzanetakis