Learn · Computational Music Theory and Analysis

Lecture 31 of 47Videos

Class 14 Video: Corpus Studies and Statistics (II)

Prof. Michael Scott Asato Cuthbert · Massachusetts Institute of Technology

At MIT OpenCourseWare

Credits and licence

From
Computational Music Theory and Analysis, Massachusetts Institute of Technology (at MIT OpenCourseWare)
Licence
CC BY-NC-SA 4.0, as MIT OpenCourseWare states it. Non-commercial use only.
Attribution
Prof. Michael Scott Asato Cuthbert. Computational Music Theory and Analysis. Spring 2023. Massachusetts Institute of Technology: MIT OpenCourseWare, https://ocw.mit.edu/. License: Creative Commons BY-NC-SA.
Who can watch
Teens profiles and older. How courses are placed

All the lectures

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