Matthias Nowakowski studied Musicology and Philosophy at the University of Cologne and Media Informatics at the University of Applied Sciences in Düsseldorf. During his studies he focused on electroacoustic music and the links between computer science and acoustic arts. This lead to working on his Bachelor Thesis about transcribing electroacoustic music at the Fraunhofer IDMT in Ilmenau. In his current work he concentrates on human computer interaction with notation applications.

  • +49 (0)5231 975-874


in press

  • State and Practice of Music Education Software Design
    M. Nowakowski and A. Hadjakos,
    in Music, Technology, Innovation: Industry and Educational Perspectives, New York, NY, USA: Routledge, in press.

    address = {New York, NY, USA},
    title = {State and {Practice} of {Music} {Education} {Software} {Design}},
    copyright = {All rights reserved},
    booktitle = {Music, {Technology}, {Innovation}: {Industry} and {Educational} {Perspectives}},
    publisher = {Routledge},
    author = {Nowakowski, Matthias and Hadjakos, Aristotelis},
    year = {in press}


  • Toward Interactive Music Notation for Learning Management Systems
    M. Nowakowski, A. Hadjakos, and A. Stärk
    in International Journal on Innovations in Online Education, vol. 5, iss. 3, 2022.
    Publisher: Begel House Inc.

    title = {{Toward} {Interactive} {Music} {Notation} for {Learning} {Management} {Systems}},
    volume = {5},
    issn = {2377-9519, 2377-9527},
    url = {},
    doi = {10.1615/IntJInnovOnlineEdu.2021039605},
    abstract = {International Journal on Innovations in Online Education},
    language = {English},
    number = {3},
    urldate = {2022-01-14},
    journal = {International Journal on Innovations in Online Education},
    author = {Nowakowski, Matthias and Hadjakos, Aristotelis and Stärk, André},
    year = {2022},
    note = {Publisher: Begel House Inc.}


  • Towards Deep Learning Strategies for Transcribing Electroacoustic Music
    M. Nowakowski, C. Weiß, and J. Abeßer,
    in Proceedings of the 14th Internation Symposium on CMMR, Marseille, France Oct. 14-18, 2019, , 2019, p. 450–461.

    title = {Towards {Deep} {Learning} {Strategies} for {Transcribing} {Electroacoustic} {Music}},
    copyright = {All rights reserved},
    url = {},
    booktitle = {Proceedings of the 14th {Internation} {Symposium} on {CMMR}, {Marseille}, {France} {Oct}. 14-18, 2019},
    author = {Nowakowski, Matthias and Weiß, Christof and Abeßer, Jakob},
    year = {2019},
    pages = {450--461},