2022

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Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music
Mathias Rose Bjare | Stefan Lattner | Gerhard Widmer
2022 Volume 5 Issue 1

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On the Development and Practice of AI Technology for Contemporary Popular Music Production
Emmanuel Deruty | Maarten Grachten | Stefan Lattner | Javier Nistal | Cyran Aouameur
2022 Volume 5 Issue 1

2021

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DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis With GANs
Javier Nistal | Stefan Lattner | Gaël Richard
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2020

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DRUMGAN: Synthesis of Drum Sounds with Timbral Feature Conditioning Using Generative Adversarial Networks
Javier Nistal | Stefan Lattner | Gaël Richard
Proceedings of the 21th International Society for Music Information Retrieval Conference, ISMIR 2020, Montreal, Canada, October 11-16, 2020

2019

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Learning Complex Basis Functions for Invariant Representations of Audio
Stefan Lattner | Monika Dörfler | Andreas Arzt
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 Interval Representations from Polyphonic Music Sequences
Stefan Lattner | Maarten Grachten | 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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Audio-to-Score Alignment using Transposition-invariant Features
Andreas Arzt | Stefan Lattner
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

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A Predictive Model for Music based on Learned Interval Representations
Stefan Lattner | Maarten Grachten | Gerhard Widmer
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2014

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Developing Tonal Perception through Unsupervised Learning
Carlos Eduardo Cancino Chacón | Stefan Lattner | Maarten Grachten
Proceedings of the 15th International Society for Music Information Retrieval Conference, ISMIR 2014, Taipei, Taiwan, October 27-31, 2014