Publications

2019

  • Stefan Lattner, Monika Dörfler, Andreas Arzt. “Learning Complex Basis Functions for Invariant Representations of Audio”. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2019.

  • Stefan Balke, Matthias Dorfer, Luis Carvalho, Andreas Arzt, Gerhard Widmer. “Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval”. Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2019.

  • Paul Primus, Hamid Eghbal-Zadeh, David Eitelsebner, Khaled Koutini, Andreas Arzt, Gerhard Widmer. “Exploiting Parallel Audio Recordings to Enforce Device Invariance in CNN-based Acoustic Scene Classification”. Detection and Classification of Acoustic Scenes and Events (DCASE), 2019.

  • Meinard Müller, Andreas Arzt, Stefan Balke, Matthias Dorfer and Gerhard Widmer. “Cross-Modal Music Retrieval and Applications: An Overview of Key Methodologies”. In IEEE Signal Processing Magazine, 36 (1), 52-62, 2019.

2018

  • Matthias Dorfer, Jan Hajič jr., Andreas Arzt, Harald Frostel, Gerhard Widmer. “Learning Audio–Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification”. Transactions of the International Society for Music Information Retrieval. 1(1), pp.22–33, 2018. DOI: http://doi.org/10.5334/tismir.12

  • Andreas Arzt and Stefan Lattner. “Audio-to-score alignment using transposition-invariant features”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2018.

2017

  • Andreas Arzt and Gerhard Widmer. “Piece Identification in Classical Piano Music Without Reference Scores”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2017.
  • David R. W. Sears, Andreas Arzt, Harald Frostel, Reinhard Sonnleitner and Gerhard Widmer. “Modeling Harmony with Skip-Grams”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2017.
  • Matthias Dorfer, Andreas Arzt and Gerhard Widmer. “Learning Audio Sheet Music Correspondences for Score Identification and Offline Alignment”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2017.
  • Carlos Cancino Chacon, Martin Bonev, Amaury Durand, Maarten Grachten, Andreas Arzt, Laura Bishop, Werner Goebl and Gerhard Widmer. “The Accompanion v0.1: An Expressive Accompaniment System”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Late Breaking / Demo, 2017.
  • Andreas Arzt and Matthias Dorfer. “Aktuelle Entwicklungen in der Flexiblen Automatischen Musikverfolgung”. In Maximilian Eibl, Martin Gaedke (Hrsg.): INFORMATIK 2017, Lecture Notes in Informatics (LNI), 2017.

2016

  • Tom Collins, Andreas Arzt, Harald Frostel, and Gerhard Widmer. “Using geometric symbolic fingerprinting to discover distinctive patterns in polyphonic music corpora”. In David Meredith, editor, Computational Music Analysis, pages 445–474. Springer International Publishing, 2016.
  • Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, and Gerhard Widmer. “On the potential of simple framewise approaches to piano transcription”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2016.
  • Reinhard Sonnleitner, Andreas Arzt, and Gerhard Widmer. “Landmark-based audio fingerprinting for DJ mix monitoring”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2016.
  • Matthias Dorfer, Andreas Arzt, Sebastian Böck, Amaury Durand, and Gerhard Widmer. “Live score following on sheet music images”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Late Breaking / Demo, 2016.
  • Matthias Dorfer, Andreas Arzt, and Gerhard Widmer. “Towards score following in sheet music images”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2016.

2015

  • Andreas Arzt, Harald Frostel, Thassilo Gadermaier, Martin Gasser, Maarten Grachten, and Gerhard Widmer. “Artificial intelligence in the Concertgebouw”. In Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2015.
  • Andreas Arzt and Gerhard Widmer. “Real-time music tracking using multiple performances as a reference”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2015.
  • Andreas Arzt, Werner Goebl, and Gerhard Widmer. “Flexible score following: The piano music companion and beyond”. In Proceedings of the 3rd Vienna Talk on Musical Acoustics (VITA), 2015.
  • Mark Melenhorst, Ron van der Sterren, Andreas Arzt, Agustin Martorell, and Cynthia C.S. Liem. “A tablet app to enrich the live and post-live experience of classical concerts”. In Proceedings of the 3rd ACM International Workshop on Interactive Content Consumption, 2015.
  • Martin Gasser, Andreas Arzt, Thassilo Gadermaier, Maarten Grachten, and Gerhard Widmer. “Classical music on the web – user interfaces and data representations”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2015.

2014

  • Andreas Arzt, Gerhard Widmer, and Reinhard Sonnleitner. “Tempo- and transposition-invariant identification of piece and score position”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2014.
  • Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, Cynthia C.S. Liem, and Gerhard Widmer. “The piano music companion”. In Proceedings of the Conference on Prestigious Applications of Intelligent Systems (PAIS), 2014.
  • Andreas Arzt, Sebastian Böck, Sebastian Flossmann, Harald Frostel, Martin Gasser, and Gerhard Widmer. “The complete classical music companion v0.9”. In Proceedings of the 53rd AES Conference on Semantic Audio, 2014.
  • Andreas Arzt, Cynthia C.S. Liem, and Gerhard Widmer. “A tempo- and transposition- invariant piano music companion”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), Late Breaking Demo, 2014.
  • Tom Collins, Daniel A. Abrams, Rohan Chandra, Christina Young, Andreas Arzt, and Vinod Menon. “Neural tracking of musical motives revealed by a combination of FMRI and music information retrieval techniques”. In Proceedings of the International Conference on Music Perception and Cognition (ICMPC), 2014.

2013

  • Filip Korzeniowski, Florian Krebs, Andreas Arzt, and Gerhard Widmer. “Tracking rests and tempo changes: Improved score following with particle filters”. In Proceedings of the International Computer Music Conference (ICMC), 2013.
  • Maarten Grachten, Martin Gasser, Andreas Arzt, and Gerhard Widmer. “Automatic alignment of music performances with structural differences”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2013.
  • Tom Collins, Andreas Arzt, Sebastian Flossmann, and Gerhard Widmer. “Siarct-cfp: Improving precision and the discovery of inexact musical patterns in point-set representation”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2013.

2012

  • Andreas Arzt, Gerhard Widmer, and Simon Dixon. “Adaptive distance normalization for real-time music tracking”. In Proceedings of the European Signal Processing Conference (EUSIPCO), 2012.
  • Andreas Arzt, Sebastian Böck, and Gerhard Widmer. “Fast identification of piece and score position via symbolic fingerprinting”. In Proceedings of the International Society for Music Information Retrieval Conference (ISMIR), 2012.
  • Andreas Arzt, Gerhard Widmer, Sebastian Böck, Reinhard Sonnleitner, and Harald Frostel. “Towards a complete classical music companion”. In Proceedings of the European Conference on Artificial Intelligence (ECAI), 2012.
  • Sebastian Böck, Andreas Arzt, Florian Krebs, and Markus Schedl. “Online real-time onset detection with recurrent neural networks”. In Proceedings of the Proceedings of the International Conference on Digital Audio Effects (DAFx), 2012.

2011

  • Harald Frostel, Andreas Arzt, and Gerhard Widmer. “The vowel worm: Real-time mapping and visualisation of sung vowels in music”. In Proceedings of the Sound and Music Computing Conference (SMC), 2011.

2010

  • Andreas Arzt and Gerhard Widmer. “Simple tempo models for real-time music tracking”. In Proceedings of the Sound and Music Computing Conference (SMC), 2010.
  • Andreas Arzt and Gerhard Widmer. “Robust real-time music tracking”. In Proceedings of the 2nd Vienna Talk on Musical Acoustics (VITA), Vienna, Austria, 2010
  • Andreas Arzt and Gerhard Widmer. “Towards effective ‘any-time’ music tracking”. In Proceedings of the Starting AI Researchers’ Symposium (STAIRS), 2010.
  • Andreas Arzt, Gerhard Widmer, and Simon Dixon. “Automatic page turning for musicians via real-time machine listening”. In Proceedings of the 18th European Conference on Artificial Intelligence (ECAI), 2008.

Theses

  • Andreas Arzt. “Flexible and Robust Music Tracking”. PhD Thesis. Johannes Kepler University, Linz, Austria, 2016.
  • Andreas Arzt. “Score Following with Dynamic Time Warping. An Automatic Page-Turner”. Master’s Thesis. Vienna University of Technology, Vienna, Austria, 2008.

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