Projects per year
Abstract
Most research in automatic music genre recognition
has used the dataset assembled by Tzanetakis et al. in 2001.
The composition and integrity of this dataset,
however, has never been formally analyzed.
For the first time,
we provide an analysis of its composition,
and create a machine-readable index of artist and song titles,
identifying nearly all excerpts.
We also catalog numerous problems with its integrity,
including replications, mislabelings, and distortion.
has used the dataset assembled by Tzanetakis et al. in 2001.
The composition and integrity of this dataset,
however, has never been formally analyzed.
For the first time,
we provide an analysis of its composition,
and create a machine-readable index of artist and song titles,
identifying nearly all excerpts.
We also catalog numerous problems with its integrity,
including replications, mislabelings, and distortion.
Original language | English |
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Title of host publication | Proceedings of the second international ACM workshop on Music information retrieval with user-centered and multimodal strategies |
Volume | 2012 |
Publisher | Association for Computing Machinery |
Publication date | 2012 |
Pages | 7-12 |
ISBN (Print) | 978-1-4503-1591-3 |
DOIs | |
Publication status | Published - 2012 |
Event | ACM Multimedia 2012: Workshop on Music Information Retrieval with User-Centered and Multimodal Strategies - Nara, Japan Duration: 29 Oct 2012 → 2 Nov 2012 |
Conference
Conference | ACM Multimedia 2012 |
---|---|
Country/Territory | Japan |
City | Nara |
Period | 29/10/2012 → 02/11/2012 |
Series | ACM Multimedia |
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Fingerprint
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Greedy Sparse Approximation and the Automatic Description of Audio and Music Data
Sturm, B. L.
Technology and Production Independent Postdoc Center for Independent Research
01/01/2012 → …
Project: Research
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CoSound
Christensen, M. G., Tan, Z., Jensen, S. H. & Sturm, B. L.
01/01/2012 → 31/12/2015
Project: Research
Activities
- 1 Talks and presentations in private or public companies
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The Crisis of Evaluation in Music Information Retrieval
Bob L. Sturm (Lecturer)
13 Nov 2013Activity: Talks and presentations › Talks and presentations in private or public companies
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