FMP Notebooks

FMP_Teaser_Cover

www.audiolabs-erlangen.de/FMP

Overview


The FMP Notebooks are a collection of educational material for teaching and learning Fundamentals of Music Processing (FMP) with a particular focus on the audio domain. Covering well-established topics in Music Information Retrieval (MIR) as motivating application scenarios, the FMP Notebooks provide detailed textbook-like explanations of central techniques and algorithms in combination with Python code examples that illustrate how to implement the theory. All components including the introductions of MIR scenarios, illustrations, sound examples, technical concepts, mathematical details, and code examples are integrated into a consistent and comprehensive framework based on Jupyter notebooks. The FMP notebooks are suited for studying the theory and practice, for generating educational material for lectures, as well as for providing baseline implementations for many MIR tasks, thus addressing students, teachers, and researchers.

The FMP Notebooks are maintained by Meinard Müller. For comments, please email meinard.mueller@audiolabs-erlangen.de. I am grateful for any feedback and suggestions.

Publications

  1. Meinard Müller and Frank Zalkow
    FMP Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing
    In Proceedings of the International Conference on Music Information Retrieval (ISMIR), 2019. PDF Demo
    @inproceedings{MuellerZ19_FMP_ISMIR,
    author    = {Meinard M{\"u}ller and Frank Zalkow},
    title     = {{FMP} Notebooks: Educational Material for Teaching and Learning Fundamentals of Music Processing},
    booktitle = {Proceedings of the International Conference on Music Information Retrieval ({ISMIR})},
    address   = {Delft, The Netherlands},
    month     = {November},
    year      = {2019},
    url-demo={https://www.audiolabs-erlangen.de/FMP}
    url-pdf   = {2019_MuellerZalkow_FMP_ISMIR.pdf}
    }
  2. Meinard Müller
    Fundamentals of Music Processing — Audio, Analysis, Algorithms, Applications
    Springer Verlag, ISBN: 978-3-319-21944-8, 2015. Details
    @book{Mueller15_FMP_SPRINGER,
    author    = {Meinard M\"{u}ller},
    title     = {Fundamentals of Music Processing -- Audio, Analysis, Algorithms, Applications},
    type      = {Monograph},
    year      = {2015},
    isbn      = {978-3-319-21944-8},
    publisher = {Springer Verlag},
    url-details={http://www.music-processing.de}
    }