Concepedia

Music Representation Learning

Music Representation Learning is a computational framework within algorithmic composition that systematically acquires and structures symbolic or audio-based musical features through machine learning methods, distinguishing itself by enabling high-level musical understanding and generation through data-driven latent representations.

530

Publications

29.9K

Citations

1.2K

Authors

388

Institutions

Publications per year

2017–2026

315

Parents

Publications

530

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 3.6K citations · Full text

, , +16

WaveNet: A Generative Model for Raw Audio

Aäron van den Oord, Sander Dieleman, Heiga Zen et al. · arXiv (Cornell University) · 2016 · 2.5K citations · Full text

, , +16

Non-negative matrix factorization for polyphonic music transcription

Paris Smaragdis, Judith C. Brown · 2004 · 867 citations

, , +14

Modeling Temporal Dependencies in High-Dimensional Sequences: Application to Polyphonic Music Generation and Transcription

Nicolas Boulanger-Lewandowski, Yoshua Bengio, Pascal Vincent · arXiv (Cornell University) · 2012 · 490 citations · Full text

, , +17

MuseGAN: Multi-track Sequential Generative Adversarial Networks for Symbolic Music Generation and Accompaniment

Hao‐Wen Dong, Wen-Yi Hsiao, Li-Chia Yang et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2018 · 424 citations · Full text

, , +15

1–5 of 530

Authors

1.2K

  1. YY
    Yi‐Hsuan Yang

    Academia Sinica, Taiwan

    32 publications · 2.2K citations

    25

    h-index

  2. DE
    Douglas Eck

    Université de Montréal, Canada

    17 publications · 1.9K citations

    16

    h-index

  3. GW
    Gerhard Widmer

    Johannes Kepler University of Linz, Austria

    21 publications · 663 citations

    16

    h-index

  4. AP
    Adam P. Roberts

    University College London, United Kingdom

    15 publications · 1.4K citations

    14

    h-index

  5. JE
    Jesse Engel

    Google (United States), United States

    15 publications · 1.4K citations

    14

    h-index

1–5 of 1.2K

Institutions

388

  1. Queen Mary University of London

    London, United Kingdom

    18 h-index

    55 publications

    3.3K citations

  2. Academia Sinica

    Taipei, Taiwan

    15 h-index

    35 publications

    3.7K citations

  3. Johannes Kepler University of Linz

    Linz, Austria

    14 h-index

    39 publications

    925 citations

  4. Google (United States)

    Mountain View, United States

    14 h-index

    62 publications

    5.8K citations

  5. New York University

    New York, United States

    13 h-index

    27 publications

    1.5K citations

  6. Centre National de la Recherche Scientifique

    Paris, France

    11 h-index

    25 publications

    825 citations

  7. Carnegie Mellon University

    Pittsburgh, United States

    11 h-index

    17 publications

    853 citations

  8. Télécom Paris

    Palaiseau, France

    11 h-index

    24 publications

    826 citations

1–8 of 388

Venues

  1. arXiv (Cornell University)

    Repository · 107 publications · 12.1K citations

    38

    h-index

  2. Zenodo (CERN European Organization for Nuclear Research)

    Repository · 30 publications · 1.1K citations

    18

    h-index

  3. Journal of New Music Research

    14 publications · 639 citations

    13

    h-index

  4. 8

    h-index

  5. IEEE Access

    8 publications · 216 citations

    8

    h-index

1–5