Florian Henkel

According to our database, Florian Henkel authored at least 16 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search.

Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies

Proceedings of the IEEE International Conference on Acoustics, 2024

On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations.

Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg

Proceedings of the IEEE International Conference on Acoustics, 2024

Tempo Estimation as Fully Self-Supervised Binary Classification.

Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset.

Silvan David Peter, Carlos Eduardo Cancino Chacón, Francesco Foscarin, Andrew McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer

Trans. Int. Soc. Music. Inf. Retr., January, 2023

The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist.

Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer

CoRR, 2023

The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist.

Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Gerhard Widmer

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

2021

Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction.

Florian Henkel, Gerhard Widmer

Frontiers Comput. Sci., 2021

Fully Automatic Page Turning on Real Scores.

Florian Henkel, Stephanie Schwaiger, Gerhard Widmer

CoRR, 2021

Over-Parameterization and Generalization in Audio Classification.

Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer

CoRR, 2021

Multi-modal Conditional Bounding Box Regression for Music Score Following.

Florian Henkel, Gerhard Widmer

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables.

Hamid Eghbal-zadeh, Florian Henkel, Gerhard Widmer

Proceedings of the NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 2020

Learning to Read and Follow Music in Complete Score Sheet Images.

Florian Henkel, Rainer Kelz, Gerhard Widmer

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping.

Khaled Koutini, Florian Henkel, Hamid Eghbal-Zadeh, Gerhard Widmer

Proceedings of 5th the Workshop on Detection and Classification of Acoustic Scenes and Events 2020 (DCASE 2020), 2020

2019

Score Following as a Multi-Modal Reinforcement Learning Problem.

Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer

Trans. Int. Soc. Music. Inf. Retr., 2019

Audio-Conditioned U-Net for Position Estimation in Full Sheet Images.

Florian Henkel, Rainer Kelz, Gerhard Widmer

CoRR, 2019

2018

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, 2018