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  1. Validity is the truth of an inference made from evidence, such as data collected in an experiment, and is central to working scientifically. Given the maturity of the domain of music information research (MIR), validity in our opinion should be discussed and considered much more than it has been so far. Considering validity in one's work can improve its scientific and engineering value ...
  2. archives.ismir.net

    MIR experiments grounded with a practical demonstration using a typical MIR experiment. 1. INTRODUCTION The multi-disciplinary eld of Music Information Research (MIR) is focused on making music and information about music accessible to a variety of users. This ranges from sys-tems for search and retrieval, to recommendation, and even
  3. semanticscholar.org

    The subject of validity in general is reviewed, considering the four major types of validity from a key reference: Shadish et al. 2002, and a prototypical MIR experiment: music classification using machine learning is ground, through this MIR experimentalists can be guided to make valid inferences from data collected from their experiments. Validity is the truth of an inference made from ...
  4. export.arxiv.org

    Title: Validity in Music Information Research Experiments. Authors: Bob L. T. Sturm, Arthur Flexer (Submitted on 4 Jan 2023) Abstract: Validity is the truth of an inference made from evidence, such as data collected in an experiment, and is central to working scientifically. Given the maturity of the domain of music information research (MIR ...
  5. semanticscholar.org

    The subject of validity as presented in a key reference of causal inference: Shadish et al., Experimental and Quasi-experimental Designs for Generalised Causal Inference is reviewed. Validity is the truth of an inference made from evidence and is a central concern in scientific work. Given the maturity of the domain of music information research (MIR), validity in our opinion should be ...
  6. diva-portal.org

    Given the maturity of the domain of music information research (MIR), validity in our opinion should be discussed and considered much more than it has been so far. Puzzling MIR phenomena like adversarial attacks, horses, and performance glass ceilings become less mysterious through the lens of validity. ... "Experimental and Quasi-experimental ...
  7. Validity is the truth of an inference made from evidence, such as data collected in an experiment, and is central to working scientifically. Given the maturity of the domain of music information research (MIR), validity in our opinion should be discussed and considered much more than it has been so far.
  8. ismir2023program.ismir.net

    Given the maturity of the domain of music information research (MIR), validity in our opinion should be discussed and considered much more than it has been so far. Puzzling MIR phenomena like adversarial attacks, horses, and performance glass ceilings become less mysterious through the lens of validity. ... Experimental and Quasi-experimental ...
  9. (DOI: 10.48550/arXiv.2301.01578) Validity is the truth of an inference made from evidence, such as data collected in an experiment, and is central to working scientifically. Given the maturity of the domain of music information research (MIR), validity in our opinion should be discussed and considered much more than it has been so far. Considering validity in one's work can improve its ...
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