J.S. Bach – English and French Suites (A corpus of annotated scores)
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资源简介:
This is a README file for a data repository originating from the DCML corpus initiative
and serves as welcome page for both
the GitHub repo https://github.com/DCMLab/bach_en_fr_suites and the corresponding
documentation page https://dcmlab.github.io/bach_en_fr_suites
For information on how to obtain and use the dataset, please refer to this documentation page.
J.S. Bach – English and French Suites (A corpus of annotated scores)
This corpus of annotated MuseScore files has been created within
the DCML corpus initiative and employs
the DCML harmony annotation standard.
Bach's English and French suites for keyboard likely date from some time around
the same prolific Köthen period (1717-1723) as do the Sonatas and Partitas for solo violin and the Six Suites
for solo cello, which are represented in another DCML repository. All of these
works respond in some way to
standard 18th-century courtly dance forms, though the music is, to varying degrees, inappropriate for dancing.
Neither the titles "English" nor "French" convey any particular meaning, as all six suites evince varied influences
and display similarly rich ornamentation. The English suites all include elaborate Preludes, a Bachian virtuosic
specialty not necessarily characteristic of the Baroque as a whole, whereas the French suites consist instead in
tauter, stricter interpretations of the dances. Our annotations reflect the precision-constructed harmonic framework
from which Bach's virtuosic keyboard pyrotechnics are drawn and may be used fruitfully in examination of Bach's
ornamentation practice.
Getting the data
download repository as a ZIP file
download a Frictionless Datapackage that includes concatenations
of the TSV files in the four folders (measures, notes, chords, and harmonies) and a JSON descriptor:
bach_en_fr_suites.zip
bach_en_fr_suites.datapackage.json
clone the repo: git clone https://github.com/DCMLab/bach_en_fr_suites.git
Data Formats
Each piece in this corpus is represented by five files with identical name prefixes, each in its own folder.
For example, the Prélude of the first English Suite, BWV 806, has the following files:
MS3/BWV806_01_Prelude.mscx: Uncompressed MuseScore 3.6.2 file including the music and annotation labels.
notes/BWV806_01_Prelude.notes.tsv: A table of all note heads contained in the score and their relevant features (not each of them represents an onset, some are tied together)
measures/BWV806_01_Prelude.measures.tsv: A table with relevant information about the measures in the score.
chords/BWV806_01_Prelude.chords.tsv: A table containing layer-wise unique onset positions with the musical markup (such as dynamics, articulation, lyrics, figured bass, etc.).
harmonies/BWV806_01_Prelude.harmonies.tsv: A table of the included harmony labels (including cadences and phrases) with their positions in the score.
Each TSV file comes with its own JSON descriptor that describes the meanings and datatypes of the columns ("fields") it contains,
follows the Frictionless specification,
and can be used to validate and correctly load the described file.
Opening Scores
After navigating to your local copy, you can open the scores in the folder MS3 with the free and open source score
editor MuseScore. Please note that the scores have been edited, annotated and tested with
MuseScore 3.6.2.
MuseScore 4 has since been released which renders them correctly but cannot store them back in the same format.
Opening TSV files in a spreadsheet
Tab-separated value (TSV) files are like Comma-separated value (CSV) files and can be opened with most modern text
editors. However, for correctly displaying the columns, you might want to use a spreadsheet or an addon for your
favourite text editor. When you use a spreadsheet such as Excel, it might annoy you by interpreting fractions as
dates. This can be circumvented by using Data --> From Text/CSV or the free alternative
LibreOffice Calc. Other than that, TSV data can be loaded with
every modern programming language.
Loading TSV files in Python
Since the TSV files contain null values, lists, fractions, and numbers that are to be treated as strings, you may want
to use this code to load any TSV files related to this repository (provided you're doing it in Python). After a quick
pip install -U ms3 (requires Python 3.10 or later) you'll be able to load any TSV like this:
import ms3
labels = ms3.load_tsv("harmonies/BWV806_01_Prelude.harmonies.tsv")
notes = ms3.load_tsv("notes/BWV806_01_Prelude.notes.tsv")
Version history
See the GitHub releases.
Questions, Suggestions, Corrections, Bug Reports
Please create an issue and/or feel free to fork and submit pull requests.
Cite as
Johannes Hentschel, Yannis Rammos, Markus Neuwirth, & Martin Rohrmeier. (2025). J.S. Bach – English and French Suites (A corpus of annotated scores) [Data set]. Zenodo. https://doi.org/{{ concept_doi }}
License
Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License (CC BY-NC-SA 4.0).
创建时间:
2025-03-09



