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Class 30 Video: Mathematical and Statistical Musicology
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Classroom Contents
Computational Music Theory and Analysis - Spring 2023
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- 1 Video 0: Overview of 21M.383 Computational Music Theory for OCW Learners
- 2 Class 1 Video: How Do Computers "Hear" Music?
- 3 Video 1a: music21 Coding Tutorial for OCW Learners
- 4 Class 2 Video: Representation of Notes, Pitches, and Durations
- 5 Video 3a: Introduction to Pitch Representation
- 6 Video 3b: Pitch Representation: Pros, Cons, and Stakeholders
- 7 Video 3c: How to Approach the Problem Sets
- 8 Class 4 Video: Intro to Scores and Music Representation
- 9 Video 4a: How to Read an Academic Article
- 10 Video 4b: Music Representation in General
- 11 Class 5 Video: Music Representation (II)
- 12 Video 6a: Music Representation (III): Unlocking Pitch in music21
- 13 Video 6b: Representations of Ontologies: Craig Sapp’s Rosetta Stone
- 14 Class 7 Video: Music Representation (IV) & Hierarchies (I)
- 15 Video 7a: Unlocking Duration and Note Objects in music21
- 16 Video 7b: Streams as Hierarchies: Types of Containers in music21
- 17 Video 7c: music21 Streams, Corpus, and Meter Features
- 18 Video 7d: Partwise vs. Timewise Polyphonic Representations
- 19 Class 8 Video: Hierarchies (II): Streams and Recursions
- 20 Video 9a: Music Information Retrieval (MIR): Sound to Score and Music Theory
- 21 Video 9b: Introduction to MusicXML
- 22 Video 9c: Interview with Michael Good on MusicXML
- 23 Class 10 Video: Equivalence and Intervals (I); Hierarchies (IV)
- 24 Video 10a: Review: Equivalence Classes and OPTIC
- 25 Class 11 Video: Equivalence and Intervals (II) and Filters in music21
- 26 Video 12a: Painting Emotions in Music and Text
- 27 Video 12b: Chorales as a Corpus
- 28 Video 12c: Graphing and Plotting in music21
- 29 Video 12d: How to Work with Ties in music21
- 30 Class 13 Video: Corpus Studies and Statistics
- 31 Class 14 Video: Corpus Studies and Statistics (II)
- 32 Class 15 Video: Encoding Corpora and Voice Leading
- 33 Class 17 Video: Introduction to Music Cognition
- 34 Classes 18-21 Video: Brief Synopsis of Guest Sessions on Music Cognition
- 35 Video 22a: Chord Review and 13 Chords: Some Problems with Roots
- 36 Video 22b: Problem Sets 7-8: Working and Composing with Scales, Chords, and Roman Numerals
- 37 Video 22c: Algorithmic Improvisation: Intro to George Lewis
- 38 Class 23 Video: Algorithmic Composition
- 39 Class 24 Video: Algorithmic Composition (II)
- 40 Class 25 Video: Algorithmic Composition (III)
- 41 Video 26a: Vocabulary Reduction
- 42 Class 27 Video: Feature Extraction and Machine Learning
- 43 Class 28 Video: Feature Extraction and Machine Learning (II)
- 44 Video 29a: Feature Extraction and Machine Learning (III): Artificial Intelligence
- 45 Class 30 Video: Mathematical and Statistical Musicology
- 46 Class 31 Video: Music Visualization and Optical Music Recognition
- 47 Video 32a: Tipping the Iceberg
