Alberto N. Escalante-B.

Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering

Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz et al. · ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2022 · 100 citations

Engineering, Machine Learning, Speech Enhancement +18

Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio

H. Schroter, A. Maier, Alberto N. Escalante-B. et al. · 2022 · 61 citations

Engineering, Speech Enhancement, Full-band Audio +17

How to solve classification and regression problems on high-dimensional data with a supervised extension of slow feature analysis

Alberto N. Escalante-B., Laurenz Wiskott · Journal of Machine Learning Research · 2013 · 31 citations

Fisher Discriminant Analysis, Multimedia Data, Engineering +23

Slow Feature Analysis: Perspectives for Technical Applications of a Versatile Learning Algorithm

Alberto N. Escalante-B., Laurenz Wiskott · KI - Künstliche Intelligenz · 2012 · 20 citations

Data Classification, Image Analysis, Machine Learning +13

DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B. et al. · arXiv (Cornell University) · 2023 · 15 citations · Full text