Stefan Lattner
According to our database1,
Stefan Lattner
authored at least 31 papers
between 2014 and 2024.
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Bibliography
2024
CoRR, 2024
Investigating Design Choices in Joint-Embedding Predictive Architectures for General Audio Representation Learning.
CoRR, 2024
Proceedings of the IEEE International Conference on Acoustics, 2024
2023
Self-Supervised Music Source Separation Using Vector-Quantized Source Category Estimates.
CoRR, 2023
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
Exploring Sampling Techniques for Generating Melodies With a Transformer Language Model.
Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023
2022
On the Development and Practice of AI Technology for Contemporary Popular Music Production.
Trans. Int. Soc. Music. Inf. Retr., 2022
Differentiable Short-Term Models for Efficient Online Learning and Prediction in Monophonic Music.
Trans. Int. Soc. Music. Inf. Retr., 2022
Stochastic Restoration of Heavily Compressed Musical Audio using Generative Adversarial Networks.
CoRR, 2022
DrumGAN VST: A Plugin for Drum Sound Analysis/Synthesis With Autoencoding Generative Adversarial Networks.
CoRR, 2022
Proceedings of the 23rd International Society for Music Information Retrieval Conference, 2022
2021
VQCPC-GAN: Variable-Length Adversarial Audio Synthesis Using Vector-Quantized Contrastive Predictive Coding.
Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021
DarkGAN: Exploiting Knowledge Distillation for Comprehensible Audio Synthesis With GANs.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021
2020
DRUMGAN: Synthesis of Drum Sounds with Timbral Feature Conditioning Using Generative Adversarial Networks.
Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020
Proceedings of the 28th European Signal Processing Conference, 2020
2019
High-Level Control of Drum Track Generation Using Learned Patterns of Rhythmic Interaction.
Proceedings of the 2019 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2019
Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019
2018
CoRR, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
Proceedings of the 19th International Society for Music Information Retrieval Conference, 2018
2017
CoRR, 2017
2016
Imposing higher-level Structure in Polyphonic Music Generation using Convolutional Restricted Boltzmann Machines and Constraints.
CoRR, 2016
2015
Proceedings of the Mathematics and Computation in Music - 5th International Conference, 2015
Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015
2014
Proceedings of the 15th International Society for Music Information Retrieval Conference, 2014