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      • 2009 Working Papers
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      • University of Waikato Research
      • Computing and Mathematical Sciences
      • Computer Science Working Paper Series
      • 2009 Working Papers
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      MIR task and evaluation techniques

      McEnnis, Daniel
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      McEnnis, D. (2009). MIR task and evaluation techniques. (Working paper 05/2009). Hamilton, New Zealand: University of Waikato, Department of Computer Science.
      Permanent Research Commons link: https://hdl.handle.net/10289/2815
      Abstract
      Existing tasks in MIREX have traditionally focused on low-level MIR tasks working with flat (usually DSP-only) ground-truth. These evaluation techniques, however, can not evaluate the increasing number of algorithms that utilize relational data and are not currently utilizing the state of the art in evaluating ranked or ordered output. This paper summarizes the state of the art in evaluating relational ground-truth. These components are then synthesized into novel evaluation techniques that are then applied to 14 concrete music document retrieval tasks, demonstrating how these evaluation techniques can be applied in a practical context.
      Date
      2009-08-12
      Type
      Working Paper
      Series
      Computer Science Working Papers
      Report No.
      05/2009
      Publisher
      University of Waikato, Department of Computer Science
      Collections
      • 2009 Working Papers [7]
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