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Music Information
Retrieval
Priscilla Jane Smith
Spring 2012
What makes MIR different?
Stephen Downie’s MIR Challenges:
“Multifaceted challenge”
• Pitch
• Temporal
• Harmonic
• Timbral
• Editorial
• Textual
• ...
Stephen Downie’s MIR Challenges:
• “Multicultural challenge”
• “Multi-experiential challenge”
• “Multi-disciplinary challe...
Why is MIR difficult?
MIR Applications
• Recommender systems
• Track separation/instrument recognition
• Automatic categorization
• Automatic sc...
• An international forum for research on
the organization of music-related data
• Founded in 2000, meets annually
Music In...
International MIR Systems Evaluation Lab
The MIR community version of TREC
Established to provide teams access to a unique...
Music Information Retrieval: A Literature Review
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Music Information Retrieval: A Literature Review

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Music information retrieval is a small subfield within traditional information retrieval. For the purposes of this piece, I selected publications which are overviews of MIR as a field and publications having to do with user discovery of music.

Published in: Technology, Business
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Music Information Retrieval: A Literature Review

  1. 1. Music Information Retrieval Priscilla Jane Smith Spring 2012
  2. 2. What makes MIR different?
  3. 3. Stephen Downie’s MIR Challenges: “Multifaceted challenge” • Pitch • Temporal • Harmonic • Timbral • Editorial • Textual • Bibliographic
  4. 4. Stephen Downie’s MIR Challenges: • “Multicultural challenge” • “Multi-experiential challenge” • “Multi-disciplinary challenge” • “Multi-representational challenge”
  5. 5. Why is MIR difficult?
  6. 6. MIR Applications • Recommender systems • Track separation/instrument recognition • Automatic categorization • Automatic score creation • Music generation
  7. 7. • An international forum for research on the organization of music-related data • Founded in 2000, meets annually Music Information Retrieval Evaluation eXchange • An annual evaluation campaign for Music Information Retrieval algorithms • Founded in 2005
  8. 8. International MIR Systems Evaluation Lab The MIR community version of TREC Established to provide teams access to a unique collection of music materials in multiple formats Housed at the Virtual Computing Lab @ The National Center for Supercomputing Applications • 300,000 + digital audio recordings from www.naxosmusiclibrary.com • metadata collection from www.allmusic.com

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