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Admin + admin@theoj.org + + The Open Journal + + + + + Journal of Open Source Software + JOSS + 2475-9066 + + 10.21105/joss + https://joss.theoj.org + + + + + 06 + 2024 + + + 9 + + 98 + + + + mei-friend: An Interactive Web-based Editor for Digital +Music Encodings + + + + Werner + Goebl + https://orcid.org/0000-0002-1722-0718 + + + David M. + Weigl + https://orcid.org/0000-0003-1502-1528 + + + + 06 + 11 + 2024 + + + 6002 + + + 10.21105/joss.06002 + + + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + http://creativecommons.org/licenses/by/4.0/ + + + + Software archive + 10.5281/zenodo.11262560 + + + GitHub review issue + https://github.com/openjournals/joss-reviews/issues/6002 + + + + 10.21105/joss.06002 + https://joss.theoj.org/papers/10.21105/joss.06002 + + + https://joss.theoj.org/papers/10.21105/joss.06002.pdf + + + + + + Alleviating the last mile of encoding: The +mei-friend package for the Atom text editor + Goebl + Music Encoding Conference Proceedings +2021 + 10.17613/fc1c-mx52 + 2022 + Goebl, W., & Weigl, D. M. (2022). +Alleviating the last mile of encoding: The mei-friend package for the +Atom text editor. In S. Münnich & D. Rizo (Eds.), Music Encoding +Conference Proceedings 2021 (pp. 31–39). University of Alicante. +https://doi.org/10.17613/fc1c-mx52 + + + FAIR interconnection and enrichment of +public-domain music resources on the Web + Weigl + Empirical Musicology Review + 1 + 16 + 10.18061/emr.v16i1.7643 + 2021 + Weigl, D. M., Crawford, T., Gkiokas, +A., Goebl, W., Gómez, E., Gutierrez, N. F., Liem, C. C. S., & +Santos, P. (2021). FAIR interconnection and enrichment of public-domain +music resources on the Web. Empirical Musicology Review, 16(1), 16–33. +https://doi.org/10.18061/emr.v16i1.7643 + + + Listen Here! A Web-native digital musicology +environment for machine-assisted close listening + Weigl + Proceedings of the 10th international +conference on digital libraries for musicology (DLfM’23) + 10.1145/3625135.3625144 + 9798400708336 + 2023 + Weigl, D. M., VanderHart, C., +Rammler, D., Pescoller, M., & Goebl, W. (2023). Listen Here! A +Web-native digital musicology environment for machine-assisted close +listening. Proceedings of the 10th International Conference on Digital +Libraries for Musicology (DLfM’23), 109–118. +https://doi.org/10.1145/3625135.3625144 + + + Music Encoding Initiative (Digital and +Multimedia Scholarship) + Crawford + Journal of the American Musicological +Society + 1 + 69 + 10.1525/JAMS.2016.69.1.273 + 2016 + Crawford, T., & Lewis, R. (2016). +Music Encoding Initiative (Digital and Multimedia Scholarship). Journal +of the American Musicological Society, 69(1), 273–285. +https://doi.org/10.1525/JAMS.2016.69.1.273 + + + Interaction perspectives for music notation +applications + Pugin + SAAM’18: Proc. of the 1st Int. Workshop on +Semantic Applications for Audio and Music + 10.1145/3243907.3243911 + 2018 + Pugin, L. (2018). Interaction +perspectives for music notation applications. In SAAM’18: Proc. of the +1st Int. Workshop on Semantic Applications for Audio and Music (pp. +54–58). Association for Computing Machinery Press. +https://doi.org/10.1145/3243907.3243911 + + + Verovio: A library for engraving MEI music +notation into SVG + Pugin + Proc. of the 15th Int. Society for Music +Information Retrieval Conference (ISMIR 2014) + 2014 + Pugin, L., Zitellini, R., & +Roland, P. (2014). Verovio: A library for engraving MEI music notation +into SVG. Proc. of the 15th Int. Society for Music Information Retrieval +Conference (ISMIR 2014), 107–112. +https://archives.ismir.net/ismir2014/paper/000221.pdf + + + An MEI-based standard encoding for +hierarchical music analyses + Rizo + International Journal on Digital +Libraries + 1 + 20 + 10.1007/s00799-018-0262-x + 2019 + Rizo, D., & Marsden, A. (2019). +An MEI-based standard encoding for hierarchical music analyses. +International Journal on Digital Libraries, 20(1), 93–105. +https://doi.org/10.1007/s00799-018-0262-x + + + Digital encoding of music notation with +MEI + Geertinger + Notated music in the digital sphere. +Possibilities and limitations + 15 + 2021 + Geertinger, A. T. (2021). Digital +encoding of music notation with MEI. In M. Støkken Bue & A. +Rockenberger (Eds.), Notated music in the digital sphere. Possibilities +and limitations (Vol. 15, pp. 35–56). National Library of Norway. +https://issuu.com/nasjonalbiblioteket/docs/nota_bene_15_layout_issuu/35 + + + Music Encoding Initiative (MEI) format +family + United States Library of Congress + 2019 + United States Library of Congress. +(2019). Music Encoding Initiative (MEI) format family. +https://www.loc.gov/preservation/digital/formats/fdd/fdd000502.shtml. + + + CodeMirror, version 5 + Haverbeke + 2015 + Haverbeke, M. (2015). CodeMirror, +version 5. +https://github.com/codemirror/codemirror5. + + + Understanding the needs of music editors in a +digital world. Adding support for editorial markup to the mei-friend +editor + Plaksin + Proc. of the 10th int. Conference on digital +libraries for musicology (DLfM’23) + 10.1145/3625135.3625149 + 9798400708336 + 2023 + Plaksin, A. (2023). Understanding the +needs of music editors in a digital world. Adding support for editorial +markup to the mei-friend editor. Proc. of the 10th Int. Conference on +Digital Libraries for Musicology (DLfM’23), 40–48. +https://doi.org/10.1145/3625135.3625149 + + + MEI Guidelines (5.0.0) + Music Encoding Initiative + 2023 + Music Encoding Initiative. (2023). +MEI Guidelines (5.0.0). +https://music-encoding.org/guidelines/v5/. + + + A model for annotating musical versions and +arrangements across multiple documents and media + Lewis + Proceedings of the 9th international +conference on digital libraries for musicology (DLfM’22) + 10.1145/3543882.3543891 + 9781450396684 + 2022 + Lewis, D., Shibata, E., Saccomano, +M., Rosendahl, L., Kepper, J., Hankinson, A., Siegert, C., & Page, +K. (2022). A model for annotating musical versions and arrangements +across multiple documents and media. Proceedings of the 9th +International Conference on Digital Libraries for Musicology (DLfM’22), +10–18. https://doi.org/10.1145/3543882.3543891 + + + Interweaving and enriching digital music +collections for scholarship, performance, and enjoyment + Weigl + Proceedings of the 6th international +conference on digital libraries for musicology (DLfM’19) + 10.1145/3358664.3358666 + 2019 + Weigl, D. M., Goebl, W., Crawford, +T., Gkiokas, A., F. Gutierrez, N., Porter, A., Santos, P., Karreman, C., +Vroomen, I., CS Liem, C., & others. (2019). Interweaving and +enriching digital music collections for scholarship, performance, and +enjoyment. Proceedings of the 6th International Conference on Digital +Libraries for Musicology (DLfM’19), 84–88. +https://doi.org/10.1145/3358664.3358666 + + + A demonstration of the Solid platform for +social Web applications + Mansour + Proceedings of the 25th international +conference companion on world wide web + 10.1145/2872518.2890529 + 9781450341448 + 2016 + Mansour, E., Sambra, A. V., Hawke, +S., Zereba, M., Capadisli, S., Ghanem, A., Aboulnaga, A., & +Berners-Lee, T. (2016). A demonstration of the Solid platform for social +Web applications. Proceedings of the 25th International Conference +Companion on World Wide Web, 223–226. +https://doi.org/10.1145/2872518.2890529 + + + mei-friend. A viewer and last-mile editor for +MEI score encodings + Sapov + RIDE – A review journal for digital editions +and resources + 15 + 10.18716/ride.a.15.2 + 2022 + Sapov, O. (2022). mei-friend. A +viewer and last-mile editor for MEI score encodings. RIDE – A Review +Journal for Digital Editions and Resources, 15. +https://doi.org/10.18716/ride.a.15.2 + + + “Ain schone kunstliche Underweisung”: +Modelling German lute tablature in MEI + de Valk + Encoding Cultures: Joint MEC and TEI +Conference 2023 Abstracts + 2023 + de Valk, R., Schöning, K., Weigl, D. +M., Lewis, D., Crawford, T., Lewon, M., & Overell, P. (2023). “Ain +schone kunstliche Underweisung”: Modelling German lute tablature in MEI. +Encoding Cultures: Joint MEC and TEI Conference 2023 Abstracts. +https://teimec2023.uni-paderborn.de/contributions/188.html + + + + + + From c4934623ba25bd7c40a78fd449cb840d923b756e Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Tue, 11 Jun 2024 08:07:39 +0100 Subject: [PATCH 3/4] Adding JATS media file: mei-friend-WoO57-facsimile-3.png --- .../mei-friend-WoO57-facsimile-3.png | Bin 0 -> 1737718 bytes 1 file changed, 0 insertions(+), 0 deletions(-) create mode 100644 joss.06002/paper.jats/mei-friend-WoO57-facsimile-3.png diff --git a/joss.06002/paper.jats/mei-friend-WoO57-facsimile-3.png b/joss.06002/paper.jats/mei-friend-WoO57-facsimile-3.png new file mode 100644 index 0000000000000000000000000000000000000000..e0789a094aa1c64a58690f093a2b5d766a16dbcb GIT binary patch literal 1737718 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b04c339ccdd759bdb48ba44d3e26edeaa1fbcc1d Mon Sep 17 00:00:00 2001 From: The Open Journals editorial robot <89919391+editorialbot@users.noreply.github.com> Date: Tue, 11 Jun 2024 08:07:39 +0100 Subject: [PATCH 4/4] Creating 10.21105.joss.06002.jats --- .../paper.jats/10.21105.joss.06002.jats | 577 ++++++++++++++++++ 1 file changed, 577 insertions(+) create mode 100644 joss.06002/paper.jats/10.21105.joss.06002.jats diff --git a/joss.06002/paper.jats/10.21105.joss.06002.jats b/joss.06002/paper.jats/10.21105.joss.06002.jats new file mode 100644 index 0000000000..e694546d26 --- /dev/null +++ b/joss.06002/paper.jats/10.21105.joss.06002.jats @@ -0,0 +1,577 @@ + + +

+ + + + +Journal of Open Source Software +JOSS + +2475-9066 + +Open Journals + + + +6002 +10.21105/joss.06002 + +mei-friend: An Interactive Web-based Editor for Digital +Music Encodings + + + +https://orcid.org/0000-0002-1722-0718 + +Goebl +Werner + + +* + + +https://orcid.org/0000-0003-1502-1528 + +Weigl +David M. + + + + + +Department of Music Acoustics – Wiener Klangstil (IWK), mdw +– University of Music and Performing Arts Vienna, Austria + + + + +* E-mail: + + +21 +5 +2024 + +9 +98 +6002 + +Authors of papers retain copyright and release the +work under a Creative Commons Attribution 4.0 International License (CC +BY 4.0) +2022 +The article authors + +Authors of papers retain copyright and release the work under +a Creative Commons Attribution 4.0 International License (CC BY +4.0) + + + +MEI +Music Encoding Initiative +Linked Data + + + + + + Summary +

Digital music encodings are machine-readable representations of + music score documents. Beyond the visual information captured by score + images or PDFs, music encodings explicitly capture the musical + semantics of the score. This makes it possible to use them as research + data objects for musicological analyses + (Rizo + & Marsden, 2019) and to build digital score interfaces for + applications in music scholarship, rehearsal, and performance + (Pugin, + 2018).

+

mei-friend is a friendly, interactive, browser-based editor for + music encodings. It opens music encodings in a variety of formats and + converts these to MEI, the XML-based format developed by the Music + Encoding Initiative, a community of music scholars, librarians, and + technologists. Alongside a rich set of interactive editing operations, + mei-friend offers specialized functionalities targeted at music + scholars, including panels to display facsimile score images and to + author score annotations. Collaborative encoding practices are + supported through integration with GitHub and Solid, and by remote + configuration capabilities via hyperlink (URL parameters). Important + MEI community resources are also integrated, supporting direct + reference to documentation + (Music + Encoding Initiative, 2023) for currently-selected elements, and + auto-completion and validation using the MEI-XML schema definitions. + Also provided are curated links to openly-licensed reference music + encodings.

+

The editor targets an audience of music scholars, students, + librarians, performers, and enthusiasts. It is not conceived as a + replacement for commercial music notation software, but rather as a + complement opening up the affordances of machine-readable semantic + music encodings to a broader audience. Our tool is the only currently + available editor with comprehensive, native MEI-editing support in + Common Western Music Notation (CMN). Editing directly in MEI avoids + conversion errors (due to bugs or inherent differences in supported + features) from other formats while supporting interactive use of those + capabilities of the MEI schema that other formats simply do not + support, such as editorial markup, annotation, and facsimile + integration.

+
+ + Statement of Need +

Music encodings are well-suited for use in digital music research, + cultural heritage preservation, and music rehearsal and performance + (Geertinger, + 2021). MEI, the family of XML schemas promoted and developed by + the community of the Music Encoding Initiative, provides a + comprehensive representation of music semantics, including facilities + for digital scholarly edition, analytical markup, and capturing + catalogue-level metadata and source descriptions alongside the music + content; and supports a variety of notations including tablatures, + neumes, and mensural notation alongside common western music notation + (Crawford + & Lewis, 2016). These capabilities set MEI apart for + scholarly use from less elaborated but more widespread competitors + such as MusicXML, which, unlike MEI, can be exported by most + commercial notation software + (Pugin, + 2018). Conversely, its retention of an XML basis, with + advantages in terms of interoperability and addressability, speaks for + MEI in favour of other research-focused formats such as Humdrum Kern + in the context of FAIR data management + (Weigl + et al., 2021).

+ +

mei-friend interface: MEI encoding of Beethoven’s WoO 57 + (right panel), digital score rendering (top-left panel), and + associated facsimile image of the source edition (bottom-left + panel), with the currently selected measure highlighted in each + modality.

+ +
+

These properties have led to the use of MEI as a de facto encoding + standard in music scholarship and cultural heritage preservation in + recent years, as evidenced by its adoption as a recommended + preservation format for digital scores by the United States Library of + Congress + (2019). + However, the relatively scarce availability of high-quality, + publicly-licensed music encodings remains a limiting factor, and the + creation of such encodings, particularly at scale, is a high-effort + activity with a relatively steep learning curve.

+

mei-friend is a feature-rich music encoding editor that aims to + alleviate the difficulty of learning and working with MEI. Initially + implemented as a plugin for the Atom text editor + (Goebl + & Weigl, 2022), it has been reworked as a + cross-browser-compatible Web application using vanilla JavaScript, + with optimised performance and an extended set of features. The + interface exposes two main panels: an MEI-XML editor + ([fig:example], + right panel) using CodeMirror 5 + (Haverbeke, + 2015) and a panel for digital notation rendered from the + MEI XML using the Verovio engraving tool + (Pugin + et al., 2014) (top-left panel). These panels are interconnected + such that navigating or selecting elements in one panel causes + equivalent actions in the other. The application can open several + different digital notation formats, including MusicXML and Kern, + converting them to MEI on load. It exports MEI alongside SVG and MIDI + renderings. Additional conveniences include a PDF-printing interface + and a built-in MIDI player capable of interactive note-highlighting + and page-turning during playback.

+

The application provides editing functionalities to manipulate and + insert notation elements, simultaneously updating the MEI-XML and + digital notation panels with each action. All major functionalities + are available through both a graphical interface and via keyboard + shortcuts. Integrations for other Web services are provided, including + GitHub for versioned encoding storage and access, and the Solid + platform for Social Linked Data + (Mansour + et al., 2016). Specialized functionalities supporting music + scholarship include the display of facsimile score images referenced + from the music encoding + ([fig:example], + bottom-left panel), enabling the interactive association of reference + image regions with encoded score elements; and, an annotation panel + for authoring different types of score annotation, both within the MEI + (using the <annot> element) and as + stand-off Linked Data using the W3C Web Annotation Data Model and + associated domain ontologies + (Lewis + et al., 2022). By exposing several internal variables as URL + parameters, such as the encoding file URL, various layout and display + settings, and the XML identifiers of elements to be preselected on + load, mei-friend can be remotely configured via hyperlinks which can + be distributed among collaborating users; an important feature for + pedagogical and crowd-sourcing applications.

+

The official application instance, available at + https://mei-friend.mdw.ac.at/, + is sustainably hosted within the institutional repository of the + mdw – University of Music and Performing Arts Vienna. + The code base is licensed under the AGPL 3.0 open-source license and + is published at + https://github.com/mei-friend/mei-friend/. + Development of the editor and its comprehensive documentation, + available + https://mei-friend.github.io/, + is ongoing, with feature proposals, bug reports, and code + contributions provided by community members. The editor’s user + interface is available in a growing number of languages, thus + applicable for use in international contexts.

+

The mei-friend development process operates over four distinct + environments: production, served from the + main branch of the mei-friend code repository; + staging, served from the + staging branch and accessible for public + verification at + https://staging.mei-friend.mdw.ac.at + before release; testing, served from the + testing branch and used to coordinate the + development of contributions by community members at + https://testing.mei-friend.mdw.ac.at; + and develop, served from the + develop branch. The application adjusts to its + environment context, running tests when in develop + and altering the logo to alert users when in staging + or testing.

+

The editor has seen significant and growing adoption by the MEI + community, currently receiving more than six hundred distinct visitor + sessions each month on its hosted instance. The predecessor Atom + plugin was reviewed as part of editorial work for the Digital + Interactive Mozart Edition + (Sapov, + 2022) and used to edit a large collection of Beethoven + solo-piano pieces + (Weigl + et al., 2019). The Web application is central to ongoing + Digital Musicology research projects analysing and comparing + orchestral performances aligned with digital score encodings + (Weigl + et al., 2023) and establishing a digital edition of German lute + tablatures of the 15th and 16th centuries + (de + Valk et al., 2023). A further community-based project is + underway to extend mei-friend’s support for scholarly edition and + markup activities + (Plaksin, + 2023). mei-friend has been used to teach music encoding at + universities in Boston, Vienna, and Würzburg; academic events, + including the Digital Humanities @ Oxford Summer School and the + Semana HD organized by South American Digital + Humanities associations; and conferences, including the Music + Encoding Conference (MEC), the Medieval and + Renaissance Music Conference (MedRen), and the + Extended Semantic Web Conference (ESWC).

+
+ + Acknowledgements +

We acknowledge support from the Austrian Science Fund (FWF) through + the projects “Signature Sound Vienna” P34664 and “E-LAUTE” I6019, and + from the European Commission via the research and innovation action EU + H2020 TROMPA – Towards Richer Online Music Public-domain Archives, + grant no. 770376. Extensions for scholarly markup by Anna Plaksin are + funded by the Deutsche Forschungsgemeinschaft (DFG, German Research + Foundation) under the National Research Data Infrastructure – + 441958017. We are grateful for contributions by members of the MEI + community including Laurent Pugin, Thomas Weber, and many others.

+
+ + + + + + + + GoeblWerner + WeiglDavid M. + + Alleviating the last mile of encoding: The mei-friend package for the Atom text editor + Music Encoding Conference Proceedings 2021 + + MünnichStefan + RizoDavid + + University of Alicante + Allicante, Spain + 2022 + 10.17613/fc1c-mx52 + 31 + 39 + + + + + + WeiglDavid M. + CrawfordTim + GkiokasAggelos + GoeblWerner + GómezEmilia + GutierrezNicolas F. + LiemCynthia C. S. + SantosPatricia + + FAIR interconnection and enrichment of public-domain music resources on the Web + Empirical Musicology Review + 2021 + 16 + 1 + 10.18061/emr.v16i1.7643 + 16 + 33 + + + + + + WeiglDavid M. + VanderHartChanda + RammlerDelilah + PescollerMatthäus + GoeblWerner + + Listen Here! A Web-native digital musicology environment for machine-assisted close listening + Proceedings of the 10th international conference on digital libraries for musicology (DLfM’23) + Association for Computing Machinery + New York, NY, USA + 2023 + 9798400708336 + https://doi.org/10.1145/3625135.3625144 + 10.1145/3625135.3625144 + 109 + 118 + + + + + + CrawfordTim + LewisRichard + + Music Encoding Initiative (Digital and Multimedia Scholarship) + Journal of the American Musicological Society + 2016 + 69 + 1 + 10.1525/JAMS.2016.69.1.273 + 273 + 285 + + + + + + PuginLaurent + + Interaction perspectives for music notation applications + SAAM’18: Proc. of the 1st Int. Workshop on Semantic Applications for Audio and Music + Association for Computing Machinery Press + 2018 + 10.1145/3243907.3243911 + 54 + 58 + + + + + + PuginLaurent + ZitelliniRodolfo + RolandPerry + + Verovio: A library for engraving MEI music notation into SVG + Proc. of the 15th Int. Society for Music Information Retrieval Conference (ISMIR 2014) + 2014 + https://archives.ismir.net/ismir2014/paper/000221.pdf + 107 + 112 + + + + + + RizoDavid + MarsdenAlan + + An MEI-based standard encoding for hierarchical music analyses + International Journal on Digital Libraries + Springer + 2019 + 20 + 1 + 10.1007/s00799-018-0262-x + 93 + 105 + + + + + + GeertingerAxel Teich + + Digital encoding of music notation with MEI + Notated music in the digital sphere. Possibilities and limitations + + Støkken BueMargrethe + RockenbergerAnnika + + National Library of Norway + 2021 + 15 + https://issuu.com/nasjonalbiblioteket/docs/nota_bene_15_layout_issuu/35 + 35 + 56 + + + + + + United States Library of Congress + + Music Encoding Initiative (MEI) format family + https://www.loc.gov/preservation/digital/formats/fdd/fdd000502.shtml + 201905 + + + + + + HaverbekeMarijn + + CodeMirror, version 5 + https://github.com/codemirror/codemirror5 + 2015 + + + + + + PlaksinAnna + + Understanding the needs of music editors in a digital world. Adding support for editorial markup to the mei-friend editor + Proc. of the 10th int. Conference on digital libraries for musicology (DLfM’23) + Association for Computing Machinery + New York, NY, USA + 2023 + 9798400708336 + 10.1145/3625135.3625149 + 40 + 48 + + + + + + Music Encoding Initiative + + MEI Guidelines (5.0.0) + https://music-encoding.org/guidelines/v5/ + 2023 + + + + + + LewisDavid + ShibataElisabete + SaccomanoMark + RosendahlLisa + KepperJohannes + HankinsonAndrew + SiegertChristine + PageKevin + + A model for annotating musical versions and arrangements across multiple documents and media + Proceedings of the 9th international conference on digital libraries for musicology (DLfM’22) + Association for Computing Machinery + New York, NY, USA + 2022 + 9781450396684 + 10.1145/3543882.3543891 + 10 + 18 + + + + + + WeiglDavid M. + GoeblWerner + CrawfordTim + GkiokasAggelos + F. GutierrezNicolas + PorterAlastair + SantosPatricia + KarremanCasper + VroomenIngmar + CS LiemCynthia + others + + Interweaving and enriching digital music collections for scholarship, performance, and enjoyment + Proceedings of the 6th international conference on digital libraries for musicology (DLfM’19) + 2019 + 10.1145/3358664.3358666 + 84 + 88 + + + + + + MansourEssam + SambraAndrei Vlad + HawkeSandro + ZerebaMaged + CapadisliSarven + GhanemAbdurrahman + AboulnagaAshraf + Berners-LeeTim + + A demonstration of the Solid platform for social Web applications + Proceedings of the 25th international conference companion on world wide web + International World Wide Web Conferences Steering Committee + Republic; Canton of Geneva, CHE + 2016 + 9781450341448 + https://doi.org/10.1145/2872518.2890529 + 10.1145/2872518.2890529 + 223 + 226 + + + + + + SapovOleksii + + mei-friend. A viewer and last-mile editor for MEI score encodings + RIDE – A review journal for digital editions and resources + 2022 + 15 + 10.18716/ride.a.15.2 + + + + + + de ValkReinier + SchöningKateryna + WeiglDavid M. + LewisDavid + CrawfordTim + LewonMarc + OverellPaul + + “Ain schone kunstliche Underweisung”: Modelling German lute tablature in MEI + Encoding Cultures: Joint MEC and TEI Conference 2023 Abstracts + 2023 + https://teimec2023.uni-paderborn.de/contributions/188.html + + + + +

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