Difference between revisions of "Music 254/CS 275b Spring 2024 Syllabus"

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* [https://docs.google.com/presentation/d/1DULWG7P81Qk8QpKXlisgPxRpxRSmujuzkLZrxkz2Kec/edit?usp=sharing%5D Verovio]
 
* [https://docs.google.com/presentation/d/1DULWG7P81Qk8QpKXlisgPxRpxRSmujuzkLZrxkz2Kec/edit?usp=sharing%5D Verovio]
 
 
* [https://docs.google.com/presentation/d/1D8dGfuqJK0x6eEYoirkExsP5XCgz7hszNo8IJ_kRTgs/edit#slide=id.g5577055ec0_2_75 Harmony I]
 
* [https://docs.google.com/presentation/d/1D8dGfuqJK0x6eEYoirkExsP5XCgz7hszNo8IJ_kRTgs/edit#slide=id.g5577055ec0_2_75 Harmony I]
 
 
* [https://docs.google.com/presentation/d/1jOJa7CTm8O5y-RxXDV9wboGFEgXJifG2O4QxJhtHe_o/edit#slide=id.gd04e8f1b0d_0_1308 Keyscapes ]
 
* [https://docs.google.com/presentation/d/1jOJa7CTm8O5y-RxXDV9wboGFEgXJifG2O4QxJhtHe_o/edit#slide=id.gd04e8f1b0d_0_1308 Keyscapes ]
 
 
 
  
 
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<b>Lectures: Approaches to melodic and other musical-similarity assessment</b>
 
<b>Lectures: Approaches to melodic and other musical-similarity assessment</b>
 
* [https://esf.ccarh.org/CS275B-Mus254/02a_MusSimOverview_2024.pdf Musical Similarity Overview]
 
* [https://esf.ccarh.org/CS275B-Mus254/02a_MusSimOverview_2024.pdf Musical Similarity Overview]
 +
 +
* [https://esf.ccarh.org/Mus254_2024/02B_Melodic%20Similarity_2024.pdf Melodic Similarity]
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 +
 +
<b> Regular Expressions </b>
 +
* [https://docs.google.com/presentation/d/1H_bjIvY0tr4XAs0g1fWi1DHARD-YKkOWpi0j5GXNSwc/edit#slide=id.p21  Regular Expressions]
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* [https://docs.google.com/presentation/d/1F71dwp-Q467WBL0yBSz6QkEk5fDkTEksYKi5xTfXGR8/edit#slide=id.g4cd0be3fa2_2_75 Sonic Visualiser]
 
* [https://docs.google.com/presentation/d/1F71dwp-Q467WBL0yBSz6QkEk5fDkTEksYKi5xTfXGR8/edit#slide=id.g4cd0be3fa2_2_75 Sonic Visualiser]
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|-
 
|-
 
| 2 || 11 April 2024 ||  
 
| 2 || 11 April 2024 ||  
  
* [https://esf.ccarh.org/CS275B-Mus254/02b_Cope1-2023.pdf Cope (1): Experiments in Musical Intelligence]
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* [https://docs.google.com/presentation/d/1feT4ojAesSleFKyUIoRv6SmCITJG0829c_Hsy665aXc/edit#slide=id.p Themefinder searching]
  
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* [https://docs.google.com/presentation/d/1ZuPHnMlSMHHitmYtSvtMRLkVDvFkd1ob82sO5pdLrXs/edit#slide=id.p Humdrum file parsing in C++]
 
* [https://docs.google.com/presentation/d/1ZuPHnMlSMHHitmYtSvtMRLkVDvFkd1ob82sO5pdLrXs/edit#slide=id.p Humdrum file parsing in C++]
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! scope="col" width="500px" | Topics
 
! scope="col" width="500px" | Topics
 
|-
 
|-
| 2<div id="week2"></div> || 16 & 18  April 2024 ||  
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| 3<div id="week2"></div> || 16 & 18  April 2024 ||  
<b>AI Audio Compositions, Emily Howell Lectures (Style Synthesis)</b>
+
 
* [https://esf.ccarh.org/CS275B-Mus254/03a_AIMusGen-2023.pdf AI-audio-based music generation]
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* [https://esf.ccarh.org/Mus254_2024/02b_Cope1-2023.pdf David Cope: Style Synthesis]
* [https://esf.ccarh.org/CS275B-Mus254/03b_Emmy-Emily-2023.pdf Cope (2): From Emmy to Emily Howell]
+
* [https://esf.ccarh.org/Mus254_2024/03b_Emmy-Emily-2023.pdf From Emmy to Emily]
  
 
*[https://docs.google.com/presentation/d/1PydXSxNBRelI8frIUGP9UwD7DoZ5r5QUiLZCEupjC2A/edit#slide=id.g5700a91e56_2_18 Performance similarity in Chopin mazurkas]
 
*[https://docs.google.com/presentation/d/1PydXSxNBRelI8frIUGP9UwD7DoZ5r5QUiLZCEupjC2A/edit#slide=id.g5700a91e56_2_18 Performance similarity in Chopin mazurkas]
  
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* [https://docs.google.com/document/d/1KC8cJIHYe5WW9Tji_Heq5iYpmwCA_Nt59TIC1CKoiyA/edit# Class programming notes]
 
* [https://docs.google.com/document/d/1KC8cJIHYe5WW9Tji_Heq5iYpmwCA_Nt59TIC1CKoiyA/edit# Class programming notes]
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<b> Audio Similarity</b>
 
<b> Audio Similarity</b>
 
* [https://esf.ccarh.org/CS275B-Mus254/04b_Audio-similarity.pdf Audio similarity]
 
* [https://esf.ccarh.org/CS275B-Mus254/04b_Audio-similarity.pdf Audio similarity]
*[https://docs.google.com/presentation/d/10f3kKhbv1R5S07Dzh6NBNHpm85BWUzhJBEymqRe2qUA/edit#slide=id.gd0281746a5_2_404 Similarity with Normalized and Unnormalized Correlation]
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* [https://docs.google.com/presentation/d/1ZuPHnMlSMHHitmYtSvtMRLkVDvFkd1ob82sO5pdLrXs/edit#slide=id.p humlib: C++ parser for Humdrum files]
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|-
 
|-
 
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| 5<div id="week5"></div> || 20 April 2024 ||
 
| 5<div id="week5"></div> || 20 April 2024 ||
 
<b>Audio similarity</b>
 
<b>Audio similarity</b>
* [https://esf.ccarh.org/CS275B-Mus254/04b_Audio-similarity_2023.pdf Audio similarity]
+
* [https://esf.ccarh.org/Mus254_2024/05a_AIMusGen-2024.pdf Music and AI: After Cope]
  
 
* [https://docs.google.com/presentation/d/1D8dGfuqJK0x6eEYoirkExsP5XCgz7hszNo8IJ_kRTgs/edit#slide=id.gcc08b2512a_0_28 Harmony analysis tools]
 
* [https://docs.google.com/presentation/d/1D8dGfuqJK0x6eEYoirkExsP5XCgz7hszNo8IJ_kRTgs/edit#slide=id.gcc08b2512a_0_28 Harmony analysis tools]
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| 5 || 2 May 2024 ||
 
| 5 || 2 May 2024 ||
 
* [https://esf.ccarh.org/CS275B-Mus254/05b_Datasets-music-research23.pdf Datasets for music research]
 
* [https://esf.ccarh.org/CS275B-Mus254/05b_Datasets-music-research23.pdf Datasets for music research]
 +
* [https://docs.google.com/presentation/d/13MO-frSYbk5eIcC8Vi-o6Gxv3g7n5ktNLuo1e2Xi4bE/edit?usp=sharing  Melodic aspects of barbershop quartet music]
  
 
 
<b> Regular Expressions </b>
 
* [https://docs.google.com/presentation/d/1H_bjIvY0tr4XAs0g1fWi1DHARD-YKkOWpi0j5GXNSwc/edit#slide=id.p21  Regular Expressions]
 
  
  
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| 6<div id="week6"></div> || 7 May 2024 ||
 
| 6<div id="week6"></div> || 7 May 2024 ||
 
<b>Compositional schemata</b>
 
<b>Compositional schemata</b>
* [https://esf.ccarh.org/CS275B-Mus254/06A_CompositionalSchemata-2021.ppt Compositional schemata]
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* [https://esf.ccarh.org/Mus254_2024/06a_CompositionalSchemata-2024.pdf Compositonal Schemata]
  
* Quality Control in Research: Heinz Roggenkemper (guest lecture)
 
* Project report: Adaptive tuning (Shray Alag)
 
 
<b>Counterpoint II</b>
 
* [https://esf.ccarh.org/CS275B-Mus254/06A_Artificial-Counterpoint_2019.pptx Counterpoint II]
 
<b>Rhythm and Meter</b>
 
* [https://esf.ccarh.org/CS275B-Mus254/06B_RhythmMeter_2019.pptx Rhythm and Meter]
 
 
<b> Programming for Humdrum files </b>
 
<b> Programming for Humdrum files </b>
 
* [[Humdrum Extras]] &mdash; C++ library for processing Humdrum files
 
* [[Humdrum Extras]] &mdash; C++ library for processing Humdrum files
* [https://ratioscore.humdrum.org Ratioscores: A text-based system for just intervals], Julie Zhu and Craig Sapp
+
* [https://docs.google.com/presentation/d/1lSY7ufxkjESOvs4bRnInXWAypBOKPxaGIqHlDi5AcTA/edit?usp=sharing Tasso in Music Project]
 
|-
 
|-
 
| 6 || 9 May 2024||
 
| 6 || 9 May 2024||
  
* Project reports: Leon Bi and Charles Tsai (DJ transitions); Sammy Park (Guqin Digital Scores); Dominic DeMarco (Orchestral Pairings in Band Music)
+
* Project reports
 +
 
 +
<b>Counterpoint</b>
 +
 
 +
* [https://esf.ccarh.org/Mus254_2024/06B_Artificial-Counterpoint_2024.pdf Artificial Counterpoint]
  
 
<b> Sonority distributions by bass-line scale degrees </b>
 
<b> Sonority distributions by bass-line scale degrees </b>
 
* [[Media:CorelliBassline.pdf |  Corelli & Rule-of-the-octave data selection]] (PDF slides)
 
* [[Media:CorelliBassline.pdf |  Corelli & Rule-of-the-octave data selection]] (PDF slides)
 +
*[https://docs.google.com/presentation/d/10f3kKhbv1R5S07Dzh6NBNHpm85BWUzhJBEymqRe2qUA/edit#slide=id.gd0281746a5_2_404 Similarity with Normalized and Unnormalized Correlation]
  
* [https://docs.google.com/presentation/d/13MO-frSYbk5eIcC8Vi-o6Gxv3g7n5ktNLuo1e2Xi4bE/edit?usp=sharing  Melodic aspects of barbershop quartet music]
 
 
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! scope="col" width="500px" | Topics
 
! scope="col" width="500px" | Topics
 
|-
 
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| 7 || 14 May 2024 ||
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<ul><li>Wolfgang Drescher, guest lecture</li>
 
<li>Katherine Wong, guest presentation</li>
 
</ul>
 
|-
 
 
| 7 || 16 May 2024 ||
 
| 7 || 16 May 2024 ||
 
<b>Recent developments in MIR</b>
 
<b>Recent developments in MIR</b>
* [https://esf.ccarh.org/254/06a_CompositionalSchemata-2022.ppt Compositional Schemata]
+
* [https://esf.ccarh.org/CS275B-Mus254/07A_RecentWork_SymbolicMIR_2021.ppt Recent Work in Symbolic MIR]
07A_RecentWork_SymbolicMIR_2021.ppt 07A. Recent Work in Symbolic MIR]
+
 
 
<b>Recent Work in Harmonic Analysis</b>
 
<b>Recent Work in Harmonic Analysis</b>
* [https://esf.ccarh.org/CS275B-Mus254/07B_HarmonicModels_2021.ppt 07B. Harmonic Models]
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* [https://esf.ccarh.org/CS275B-Mus254/07B_HarmonicModels_2021.ppt 07B. Harmonic Models]  
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<!--
 
* [https://docs.google.com/presentation/d/1adjEeWXmypmti8HjjqUXBrgrV2RyDG-UP3T7Gcj_mEA/edit?usp=sharing Keyscapes]
 
* [https://docs.google.com/presentation/d/1adjEeWXmypmti8HjjqUXBrgrV2RyDG-UP3T7Gcj_mEA/edit?usp=sharing Keyscapes]
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* [https://ratioscore.humdrum.org Ratioscores: A text-based system for just intervals], Julie Zhu and Craig Sapp
 
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<b>Recent Research (and Challenges) in MIR</b>
 
<b>Recent Research (and Challenges) in MIR</b>
 
* [https://esf.ccarh.org/CS275B-Mus254/08A_SearchEngines-EncodedScores_2023.pdf Score search engines]
 
* [https://esf.ccarh.org/CS275B-Mus254/08A_SearchEngines-EncodedScores_2023.pdf Score search engines]
* HumdrumR
 
  
 +
* [https://docs.google.com/presentation/d/1KFSNGbIsaXhuVpuapms1eUUrhJU7XPDt2lXMvopMYrY/edit#slide=id.p Composite rhythm]
 
<b> Project development</b>  
 
<b> Project development</b>  
  
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| 8 || 23 May 2024 ||
 
| 8 || 23 May 2024 ||
 
<b>Rhythm and Meter</b>
 
<b>Rhythm and Meter</b>
* [https://esf.ccarh.org/CS275B-Mus254/08B_Rhythmic%20perception_2023.pdf Rhythm, meter, and their perception]
+
* [https://esf.ccarh.org/Mus254_2024/08A_Rhythmic%20perception_2024.pdf Rhythm, Meter, and their Perception]
  
 
<b> Project development</b>
 
<b> Project development</b>
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| 9a || 28 May, 30 May 2024 ||
 
| 9a || 28 May, 30 May 2024 ||
 
<b> Vocal clones</b>
 
<b> Vocal clones</b>
* [https://esf.ccarh.org/CS275B-Mus254/09_Vocal-clones-2023.pdf Vocal clones]
+
* [https://esf.ccarh.org/Mus254_2024/09_Vocal-clones-2024.pdf Vocal clones]
  
 
<b> MEI</b>
 
<b> MEI</b>

Latest revision as of 01:15, 28 May 2024


Music 254/CS 275b "Computational Music Analysis "
Stanford University (Spring 2024).

This music information retrieval course (previously listed as "Music Query, Analysis, and Style Simulation") builds on the foundation of Music 253/CS 275A (Symbolic Musical Information). Using an open-source analysis platform (such as the Humdrum Toolkit (unix/bash shell), Humdrum Extras (C++), [https://humlib.humdrum.org humlib], VHV. HumdrumR, or Music21 (Python), or their preferred programming language/environment) students plan and design their own applications involving symbolic musical data. See Online Resources after syllabus.

The first four weeks cover basic areas of music analysis and retrieval and introduce basic principles of using the Humdrum Toolkit. Students may be assigned individual reading assignments pertinent to their research topic areas. The remaining six weeks are spent on individual project development, with weekly reports and discussions. Extensive help is available in the lab during hours allotted to class time. Students give verbal and written reports on their research at the end of the quarter. Some projects may be appropriate for continuation in independent-study modules.

For class Zoom link
Please contact esfield@stanford.edu or craig@ccrma.stanford.edu
Meeting times: Tuesdays & Thursdays 1:30–3:00
Location: Online
Instructors: Eleanor Selfridge-Field (esfield@stanford.edu)
Craig Sapp(craig@ccrma.stanford.edu)
Office Hours: after class and by appointment on Zoom/Skype/Google Hangouts
Credits: 2–4
Grading:

25% class participation, 75% project

  • Project proposal: 2+ pages, due Thursday. 18 April 2024
  • Project progress report: 4+ pages, Thurs. 9 May 2024
  • Project presentation in class: Tues. 4 June 2024
  • Project writeup: 10–20 pages
    • Graduating in June 2024: Due on 7 June 2024 11:59pm.
    • Not graduating: Due on 11 June 2024 11:59pm.
Website: music254.stanford.edu
wiki.ccarh.org/wiki/Music 254 Overview of topics presented in Music 254.
Prerequisites: Completion of Music 253/CS 275b, or demonstrated ability to use notation and sound software and associated requirements.
Textbook: E. Selfridge-Field, ed., Beyond MIDI: The Handbook of Musical Codes (MIT Press, 1997). Available online by permission of the publisher.



Syllabus

Go to week: Harmony 1 | Melody 2 | Rhythm 3 | Harmony 4 | RegEx 5 | Programming 6 | 7 | 8

See also Music 253/CS 275a Syllabus

Week 1

Week Dates Topics
1
2 April, 4 April 2024

Lectures


Homework for new students

Week 2

Week Dates Topics
2
9 April 2024

Lectures: Approaches to melodic and other musical-similarity assessment


Regular Expressions


2 11 April 2024


Week 3

Week Dates Topics
3
16 & 18 April 2024


Week 4

Week Dates Topics
4
23 April 2024

Lectures: Practical Realities of Research

4 25 April 2024

Audio Similarity


Week 5

Week Dates Topics
5
20 April 2024

Audio similarity


5 2 May 2024


Week 6

Week Dates Topics
6
7 May 2024

Compositional schemata

Programming for Humdrum files

6 9 May 2024
  • Project reports

Counterpoint

Sonority distributions by bass-line scale degrees

Week 7

Week Dates Topics
7 16 May 2024

Recent developments in MIR

Recent Work in Harmonic Analysis

Week 8

Week Dates Topics
8 21 May 2024

Recent Research (and Challenges) in MIR

Project development

8 23 May 2024

Rhythm and Meter

Project development

Week 9

Week Dates Topics
9a 28 May, 30 May 2024

Vocal clones

MEI

  • MEI (Music Encoding Initiative) Release 2.0

Week 10

Week Dates Topics
10 4 June 2024

Project presentations in class.

11 7 June 2024

Project write-ups for students taking a degree in June 2024.

12 11 June 2024

Project write-ups for students continuing at Stanford.

Online resources for this class

Data/Data entry

  • Data/Data entry in Humdrum (PDF slides)
    • KernScores: digital library of scores in the **kern format
      • [1] introduction to KernScores
      • [2] shortcuts to data in KernScores
      • [3] browse collections in KernScores
    • [4]: Josquin Research Project: digital library of early Renaissance polyphony
    • xml2hum: MusicXML to Humdrum converter
    • mid2hum: MIDI to Humdrum converter (works in many cases, but better to convert MIDI first to MusicXML then import).

Humdrum & MIDI


Harmony II


Regular Expressions (Text-based searching)

Harmony-related Humdrum tools

Rhythm and score manipulation tools

  • Rhythm Tools available in Humdrum
    • timebase: create uniform duration for each Humdrum file data line.
    • beat: label metric beats in Humdrum file.
    • gettime: calculate performance time in seconds (according to tempo markings).
    • thrux: expand repeats to performance sequence
    • minrhy: identify minimum integral rhythmic unit in score
    • assemble: merge parts into a single score
    • partjoin: automation script to merge parts into a single score (preserves grace notes, uses minrhy and timebase)
    • ditto/dittox: resolve null tokens
    • hgrep: search for patterns in Humdrum file data.

Performance analysis tool

Melody Lab

  • Melody Tools available in Humdrum
    • melody tools:
    • support tools:
      • kern: remove rhythms from note data.
      • myank Yank measures from a full score.
      • extract: extract spines from Humdrum file.
      • extractx: Humdrum Extras version of extract
      • hgrep: Humdrum-aware greep.
      • autostem: automatic stemming of notes.
    • unix:
      • head: show only starting lines of text.
      • grep: search text for generalized regular expressions.
      • egrep: enhanced grep (adds additional wildcards).
      • sed: Stream editor (search and replace).
    • graphics (unix):
      • pstopnm: a converter from PostScript to bitmaps.
      • convert: Imagemagick tool for manipulating images.
      • ps2pdf: convert PostScript into PDF files.

General Policies and University Rules

General policies and university rules:

  1. Delivery times:
    1. Assignments: by the start of the class for which they are due.
    2. Project writeup: by 11 p.m. 7 or 11 June 2022 by 11p.
  2. Honor code: We will act and expect you to act according to the Stanford Honor Code.
  3. Students with disabilities: Students who may need an academic accommodation based on the impact of a disability must initiate the request with the Student Disability Resource Center (SDRC) located within the Office of Accessible Education (OAE). SDRC staff will evaluate the request with required documentation, recommend reasonable accommodations, and prepare an Accommodation Letter for faculty dated in the current quarter in which the request is being made. Students should contact the SDRC as soon as possible since timely notice is needed to coordinate accommodations. The OAE is located at 563 Salvatierra Walk (phone 723-1066).
  4. Students in distress: Stanford offers an abundance of resources for students dealing with problems of a personal nature.
    1. Confidential support: (650) 736-6933
    2. Crisis hotline: (650) 725-9955
    3. Title IX questions: (650) 497-4955