Stefan Lattner

2025

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PESTO: Real‑Time Pitch Estimation with Self‑Supervised Transposition‑Equivariant Objective.
Alain Riou|Bernardo Torres|Ben Hayes|Stefan Lattner|Gaëtan Hadjeres|Gaël Richard|Geoffroy Peeters
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1
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Estimating Musical Surprisal from Audio in Autoregressive Diffusion Model Noise Spaces.
Mathias Rose Bjare|Stefan Lattner|Gerhard Widmer
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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CoDiCodec: Unifying Continuous and Discrete Compressed Representations of Audio.
Marco Pasini|Stefan Lattner|George Fazekas
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Assessing the Alignment of Audio Representations With Timbre Similarity Ratings.
Haokun Tian|Stefan Lattner|Charalampos Saitis
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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Controlling Surprisal in Music Generation via Information Content Curve Matching.
Mathias Rose Bjare|Stefan Lattner|Gerhard Widmer
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Diff-a-Riff: Musical Accompaniment Co-Creation via Latent Diffusion Models.
Javier Nistal|Marco Pasini|Cyran Aouameur|Maarten Grachten|Stefan Lattner
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Music2Latent: Consistency Autoencoders for Latent Audio Compression.
Marco Pasini|Stefan Lattner|George Fazekas
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.
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Stem-JEPA: A Joint-Embedding Predictive Architecture for Musical Stem Compatibility Estimation.
Alain Riou|Stefan Lattner|Gaëtan Hadjeres|Michael Anslow|Geoffroy Peeters
Proceedings of the 25th International Society for Music Information Retrieval Conference, ISMIR 2024, San Francisco, California, USA and Online, November 10-14, 2024.

2023

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Exploring Sampling Techniques for Generating Melodies With a Transformer Language Model.
Mathias Rose Bjare|Stefan Lattner|Gerhard Widmer
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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PESTO: Pitch Estimation With Self-Supervised Transposition-Equivariant Objective.
Alain Riou|Stefan Lattner|Gaëtan Hadjeres|Geoffroy Peeters
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.
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Singer Identity Representation Learning Using Self-Supervised Techniques.
Bernardo Torres|Stefan Lattner|Gaël Richard
Proceedings of the 24th International Society for Music Information Retrieval Conference, ISMIR 2023, Milan, Italy, November 5-9, 2023.

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
Transactions of the International Society for Music Information Retrieval (TISMIR) 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
Transactions of the International Society for Music Information Retrieval (TISMIR) 2022 Volume 5 Issue 1
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SampleMatch: Drum Sample Retrieval by Musical Context.
Stefan Lattner
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022

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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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
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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

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