Florian Henkel

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 23

Top Topics

Reinforcement Learning

Scene Classification

Position Estimation

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
On The Effect Of Data-Augmentation On Local Embedding Properties In The Contrastive Learning Of Music Audio Representations. ICASSP (2024)
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
Tempo estimation as fully self-supervised binary classification. CoRR (2024)
Florian Henkel, Jaehun Kim, Matthew C. McCallum, Samuel E. Sandberg, Matthew E. P. Davies
Tempo Estimation as Fully Self-Supervised Binary Classification. ICASSP (2024)
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search. ICASSP (2024)
Matthew C. McCallum, Matthew E. P. Davies, Florian Henkel, Jaehun Kim, Samuel E. Sandberg
On the Effect of Data-Augmentation on Local Embedding Properties in the Contrastive Learning of Music Audio Representations. CoRR (2024)
Matthew C. McCallum, Florian Henkel, Jaehun Kim, Samuel E. Sandberg, Matthew E. P. Davies
Similar but Faster: Manipulation of Tempo in Music Audio Embeddings for Tempo Prediction and Search. CoRR (2024)
Silvan David Peter, Carlos Eduardo Cancino Chacón, Francesco Foscarin, Andrew McLeod, Florian Henkel, Emmanouil Karystinaios, Gerhard Widmer
Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. Trans. Int. Soc. Music. Inf. Retr. 6 (1) (2023)
Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Gerhard Widmer
The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. IJCAI (2023)
Carlos Cancino Chacón, Silvan Peter, Patricia Hu, Emmanouil Karystinaios, Florian Henkel, Francesco Foscarin, Nimrod Varga, Gerhard Widmer
The ACCompanion: Combining Reactivity, Robustness, and Musical Expressivity in an Automatic Piano Accompanist. CoRR (2023)
Florian Henkel, Stephanie Schwaiger, Gerhard Widmer
Fully Automatic Page Turning on Real Scores. CoRR (2021)
Florian Henkel, Gerhard Widmer
Multi-modal Conditional Bounding Box Regression for Music Score Following. CoRR (2021)
Florian Henkel, Gerhard Widmer
Real-Time Music Following in Score Sheet Images via Multi-Resolution Prediction. Frontiers Comput. Sci. 3 (2021)
Khaled Koutini, Hamid Eghbal-zadeh, Florian Henkel, Jan Schlüter, Gerhard Widmer
Over-Parameterization and Generalization in Audio Classification. CoRR (2021)
Florian Henkel, Gerhard Widmer
Multi-modal Conditional Bounding Box Regression for Music Score Following. EUSIPCO (2021)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. CoRR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. CoRR (2020)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. ISMIR (2020)
Khaled Koutini, Florian Henkel, Hamid Eghbal-Zadeh, Gerhard Widmer
Low-Complexity Models for Acoustic Scene Classification Based on Receptive Field Regularization and Frequency Damping. DCASE (2020)
Hamid Eghbal-zadeh, Florian Henkel, Gerhard Widmer
Context-Adaptive Reinforcement Learning using Unsupervised Learning of Context Variables. Preregister@NeurIPS (2020)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images. CoRR (2019)
Florian Henkel, Stefan Balke, Matthias Dorfer, Gerhard Widmer
Score Following as a Multi-Modal Reinforcement Learning Problem. Trans. Int. Soc. Music. Inf. Retr. 2 (1) (2019)
Matthias Dorfer, Florian Henkel, Gerhard Widmer
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. ISMIR (2018)
Matthias Dorfer, Florian Henkel, Gerhard Widmer
Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game. CoRR (2018)