Matthias Dorfer

2019

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Score Following as a Multi-Modal Reinforcement Learning Problem.
Florian Henkel|Stefan Balke|Matthias Dorfer|Gerhard Widmer
Transactions of the International Society for Music Information Retrieval (TISMIR) 2019 Volume 2 Issue 1
dblp
Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval.
Stefan Balke|Matthias Dorfer|Luís Carvalho|Andreas Arzt|Gerhard Widmer
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Learning Audio-Sheet Music Correspondences for Cross-Modal Retrieval and Piece Identification.
Matthias Dorfer|Jan Hajic jr.|Andreas Arzt|Harald Frostel|Gerhard Widmer
Transactions of the International Society for Music Information Retrieval (TISMIR) 2018 Volume 1 Issue 1
doi dblp
End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss.
Matthias Dorfer|Jan Schlüter|Andreu Vall|Filip Korzeniowski|Gerhard Widmer
International Journal of Multimedia Information Retrieval (IJMIR) 2018 Volume 7 Issue 2
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Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game.
Matthias Dorfer|Florian Henkel|Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018
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Towards Full-Pipeline Handwritten OMR with Musical Symbol Detection by U-Nets.
Jan Hajic jr.|Matthias Dorfer|Gerhard Widmer|Pavel Pecina
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Learning Audio-Sheet Music Correspondences for Score Identification and Offline Alignment.
Matthias Dorfer|Andreas Arzt|Gerhard Widmer
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017
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Drum Transcription via Joint Beat and Drum Modeling Using Convolutional Recurrent Neural Networks.
Richard Vogl|Matthias Dorfer|Gerhard Widmer|Peter Knees
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Towards Score Following In Sheet Music Images.
Matthias Dorfer|Andreas Arzt|Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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On the Potential of Simple Framewise Approaches to Piano Transcription.
Rainer Kelz|Matthias Dorfer|Filip Korzeniowski|Sebastian Böck|Andreas Arzt|Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Downbeat Tracking Using Beat Synchronous Features with Recurrent Neural Networks.
Florian Krebs|Sebastian Böck|Matthias Dorfer|Gerhard Widmer
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016
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Recurrent Neural Networks for Drum Transcription.
Richard Vogl|Matthias Dorfer|Peter Knees
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016