| CP-JKU submissions to DCASE’20: Low-complexity cross-device acoustic scene classification with rf-regularized CNNs K Koutini, F Henkel, H Eghbal-zadeh, G Widmer Tech. Rep., DCASE2020 Challenge, 2020 | 43 | 2020 |
| Learning to Listen, Read, and Follow: Score Following as a Reinforcement Learning Game M Dorfer, F Henkel, G Widmer Proceedings of the 19th International Society for Music Information …, 2018 | 40 | 2018 |
| Score Following as a Multi-Modal Reinforcement Learning Problem. F Henkel, S Balke, M Dorfer, G Widmer Trans. Int. Soc. Music. Inf. Retr. 2 (1), 67-81, 2019 | 22 | 2019 |
| Low-complexity models for acoustic scene classification based on receptive field regularization and frequency damping K Koutini, F Henkel, H Eghbal-Zadeh, G Widmer arXiv preprint arXiv:2011.02955, 2020 | 15 | 2020 |
| Learning to Read and Follow Music in Complete Score Sheet Images F Henkel, R Kelz, G Widmer Proceedings of the 21st International Society for Music Information …, 2020 | 15 | 2020 |
| Automatic Note-Level Score-to-Performance Alignments in the ASAP Dataset. SD Peter, CEC Chacón, F Foscarin, A McLeod, F Henkel, E Karystinaios, ... Trans. Int. Soc. Music. Inf. Retr. 6 (1), 27-42, 2023 | 8 | 2023 |
| Context-adaptive reinforcement learning using unsupervised learning of context variables H Eghbal-zadeh, F Henkel, G Widmer NeurIPS 2020 Workshop on Pre-registration in Machine Learning, 236-254, 2021 | 8 | 2021 |
| Learning to infer unseen contexts in causal contextual reinforcement learning H Eghbal-zadeh, F Henkel, G Widmer Self-supervision for Reinforcement Learning (SSL-RL) Workshop, ICLR, 11, 2021 | 8 | 2021 |
| Audio-Conditioned U-Net for Position Estimation in Full Sheet Images F Henkel, R Kelz, G Widmer Proceedings of the 2nd International Workshop on Reading Music Systems, 2019 | 8 | 2019 |
| The accompanion: combining reactivity, robustness, and musical expressivity in an automatic piano accompanist C Cancino-Chacón, S Peter, P Hu, E Karystinaios, F Henkel, F Foscarin, ... arXiv preprint arXiv:2304.12939, 2023 | 6 | 2023 |
| Multi-modal Conditional Bounding Box Regression for Music Score Following F Henkel, G Widmer Proceedings of the 29th European Signal Processing Conference (EUSIPCO), 2021 | 6 | 2021 |
| Real-time Music Following in Score Sheet Images via Multi-resolution Prediction F Henkel, G Widmer Frontiers in Computer Science 3, 2021 | 5 | 2021 |
| On the effect of data-augmentation on local embedding properties in the contrastive learning of music audio representations MC McCallum, MEP Davies, F Henkel, J Kim, SE Sandberg ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Fully Automatic Page Turning on Real Scores F Henkel, S Schwaiger, G Widmer arXiv preprint arXiv:2111.06643, 2021 | 3 | 2021 |
| Over-parameterization and generalization in audio classification K Koutini, H Eghbal-zadeh, F Henkel, J Schlüter, G Widmer arXiv preprint arXiv:2107.08933, 2021 | 3 | 2021 |
| Similar but faster: manipulation of tempo in music audio embeddings for tempo prediction and search MC McCallum, F Henkel, J Kim, SE Sandberg, MEP Davies ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 2 | 2024 |
| A Regularization Study for Policy Gradient Methods F Henkel Universität Linz, 2018 | 1* | 2018 |
| Tempo estimation as fully self-supervised binary classification F Henkel, J Kim, MC McCallum, SE Sandberg, MEP Davies ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | | 2024 |
| Multi-modal Deep Learning for On-line Music Following in Score Sheet Images F Henkel Universität Linz, 2022 | | 2022 |
Gerhard WidmerProfessor of Computer Science, Johannes Kepler University LinzBestätigte E-Mail-Adresse bei jku.at
