Deepfilternet: A low complexity speech enhancement framework for full-band audio based on deep filtering H Schroter, AN Escalante-B, T Rosenkranz, A Maier ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 54 | 2022 |
How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis AN Escalante-B., L Wiskott The Journal of Machine Learning Research 14 (1), 3683-3719, 2013 | 43 | 2013 |
A privacy-protecting multi-coupon scheme with stronger protection against splitting L Chen, AN Escalante-B., H Löhr, M Manulis, AR Sadeghi Financial Cryptography and Data Security, 29-44, 2007 | 33 | 2007 |
Deepfilternet2: Towards real-time speech enhancement on embedded devices for full-band audio H Schröter, A Maier, AN Escalante-B, T Rosenkranz 2022 International Workshop on Acoustic Signal Enhancement (IWAENC), 1-5, 2022 | 32 | 2022 |
Secure multi-coupons for federated environments: privacy-preserving and customer-friendly F Armknecht, AN Escalante-B., H Löhr, M Manulis, AR Sadeghi Information Security Practice and Experience, 29-44, 2008 | 21 | 2008 |
Improved graph-based SFA: Information preservation complements the slowness principle AN Escalante-B, L Wiskott Machine Learning, 1-39, 2019 | 16 | 2019 |
Clcnet: Deep learning-based noise reduction for hearing aids using complex linear coding H Schröter, T Rosenkranz, AN Escalante-B, M Aubreville, A Maier ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 15 | 2020 |
Slow feature analysis: Perspectives for technical applications of a versatile learning algorithm AN Escalante-B, L Wiskott KI-Künstliche Intelligenz 26, 341-348, 2012 | 15 | 2012 |
Measuring the data efficiency of deep learning methods HD Hlynsson, L Wiskott arXiv preprint arXiv:1907.02549, 2019 | 14 | 2019 |
Low latency speech enhancement for hearing aids using deep filtering H Schröter, T Rosenkranz, AN Escalante-B, A Maier IEEE/ACM Transactions on Audio, Speech, and Language Processing 30, 2716-2728, 2022 | 13 | 2022 |
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs AN Escalante-B., L Wiskott Journal of Machine Learning Research 17 (157), 1-36, 2016 | 13* | 2016 |
Gender and age estimation from synthetic face images AN Escalante B, L Wiskott Computational Intelligence for Knowledge-Based Systems Design: 13th …, 2010 | 10 | 2010 |
Heuristic evaluation of expansions for non-linear hierarchical slow feature analysis AN Escalante-B, L Wiskott 2011 10th International Conference on Machine Learning and Applications and …, 2011 | 9 | 2011 |
A non-sequential unsplittable privacy-protecting multi-coupon scheme AN Escalante B, H Löhr, AR Sadeghi Gesellschaft für Informatik e. V., 2007 | 8 | 2007 |
Lightweight online noise reduction on embedded devices using hierarchical recurrent neural networks H Schröter, T Rosenkranz, P Zobel, A Maier arXiv preprint arXiv:2006.13067, 2020 | 7 | 2020 |
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement. H Schröter, T Rosenkranz, AN Escalante-B, AK Maier Interspeech, 656-660, 2021 | 6 | 2021 |
Privacy-protecting multi-coupon schemes with stronger protection against splitting AN Escalante Master's Thesis. Department of Computer Science, Saarland University, 2008 | 4 | 2008 |
Extensions of Hierarchical Slow Feature Analysis for Efficient Classification and Regression on High-Dimensional Data AN Escalante-B. Ruhr University Bochum, 2017 | | 2017 |
Improved graph-based SFA: Information preservation complements the slowness principle AN Escalante-B., L Wiskott arXiv preprint arXiv:1601.03945, 2016 | | 2016 |