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Meinard Müller, Frank Zalkow
Overview
International Audio Laboratories [email protected], [email protected]
Tutorial T1Fundamentals of Music Processing: An Introduction using Python and Jupyter Notebooks
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Meinard Müller
Mathematics (Diplom/Master) Computer Science (PhD) Information Retrieval (Habilitation)
Since 2012: Professor for Semantic Audio Processing
ISMIR Board Member since 2010 (currently President-Elect) IEEE Audio and Acoustic Signal Processing TC (2010 - 2016) Member of Senior Editorial Board, IEEE Signal Processing Magazine
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Frank Zalkow
Musicology/Music Informatics (Bachelor) Music Informatics (Master)
Since 08/2016: PhD student in MIR(supervisor: Meinard Müller)
Improving Music Retrieval with Machine Learning Cross-Connections between Musicology and Computer Science Choir Singing
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Frank Zalkow Christof Weiß Michael Krause Sebastian Rosenzweig Hendrik Schreiber
Group Members
Patricio López-Serrano Christian Dittmar Stefan Balke Thomas Prätzlich Jonathan Driedger Harald Grohganz Nanzhu Jiang ...
Former PhD Students
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International Audio Laboratories Erlangen
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International Audio Laboratories Erlangen
Audio
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International Audio Laboratories Erlangen
Audio
Audio Coding
Music ProcessingPsychoacoustics
3D Audio
Virtual Reality
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FMP Notebooks
Introductions of MIR scenarios
Textbook-like explanations and algorithms
Python code examples
Numerous illustrations and sound examples
https://www.audiolabs-erlangen.de/FMP
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Schedule9:00 – 9:20 Overview9:20 – 9:55 Music Representations and Retrieval9:55 – 10:30 Audio Structure Analysis
10:30 – 11:00 Coffee Break
11:00 – 11:30 Tempo and Beat Tracking11:30 – 12:00 Audio Decomposition12:00 – 12:30 Further Topics & Conclusions
https://www.audiolabs-erlangen.de/resources/MIR/2019_TutorialFMP_ISMIR/Slides:
https://www.audiolabs-erlangen.de/FMPFMP Notebooks:
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Talk Outline
https://www.audiolabs-erlangen.de/FMP
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Talk Outline
https://www.audiolabs-erlangen.de/FMP
Basics + 8 Chapters
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Talk Outline
Basics + 8 Chapters Tempo and Beat Tracking
https://www.audiolabs-erlangen.de/FMP
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Tempo and Beat Tracking
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Talk OutlineTempo and Beat Tracking
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Talk OutlineTempo and Beat Tracking
Explanations
MathematicsTheory
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Talk OutlineTempo and Beat Tracking
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Talk OutlineTempo and Beat Tracking
Music Example
Audio
Links
Annotations
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Talk OutlineTempo and Beat Tracking
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Talk OutlineTempo and Beat Tracking
AlgorithmsPython Code
Functions
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Talk OutlineTempo and Beat Tracking
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Talk OutlineTempo and Beat Tracking
Visualization
Results
Evaluation
Sonification
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Talk Outline
https://www.audiolabs-erlangen.de/FMP
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Talk Outline
https://www.audiolabs-erlangen.de/FMP
Research
Teaching Understanding
BaselinesProgramming
Multimedia
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Book: Fundamentals of Music Processing
Meinard MüllerFundamentals of Music ProcessingAudio, Analysis, Algorithms, Applications483 p., 249 illus., hardcoverISBN: 978-3-319-21944-8Springer, 2015
Accompanying website: www.music-processing.de
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Book: Fundamentals of Music Processing
Meinard MüllerFundamentals of Music ProcessingAudio, Analysis, Algorithms, Applications483 p., 249 illus., hardcoverISBN: 978-3-319-21944-8Springer, 2015
Accompanying website: www.music-processing.de