Matthias Dorfer


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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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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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

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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

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

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

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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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End-to-end cross-modality retrieval with CCA projections and pairwise ranking loss
Matthias Dorfer | Jan Schlüter | Andreu Vall | Filip Korzeniowski | Gerhard Widmer
2018 Volume 7 Issue 2

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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
2018 Volume 1 Issue 1

2019

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Learning Soft-Attention Models for Tempo-invariant Audio-Sheet Music Retrieval
Stefan Balke | Matthias Dorfer | Luis 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

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Score Following as a Multi-Modal Reinforcement Learning Problem
Florian Henkel | Stefan Balke | Matthias Dorfer | Gerhard Widmer
2019 Volume 2 Issue 1