Alberto N. Escalante-B.

21 papers A 5C 1Misc 2Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2023 A conf
Deep Multi-Frame Filtering for Hearing Aids.
INTERSPEECH
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier
2023 A conf
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement.
INTERSPEECH
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
2023 J jnl
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement.
CoRR
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
2022 J jnl
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio.
CoRR
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier
2022 — conf
Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio.
IWAENC
Hendrik Schröter, Andreas K. Maier, Alberto N. Escalante-B., Tobias Rosenkranz
2022 Misc conf
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering.
ICASSP
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
2022 J jnl
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering.
IEEE ACM Trans. Audio Speech Lang. Process.
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
2021 J jnl
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering.
CoRR
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier
2021 A conf
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods.
Interspeech
Metehan Yurt, Pavan Kantharaju, Sascha Disch, Andreas Niedermeier, Alberto N. Escalante-B., Veniamin I. Morgenshtern
2021 A conf
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement.
Interspeech
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
2020 J jnl
CLC: Complex Linear Coding for the DNS 2020 Challenge.
CoRR
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
2020 Misc conf
CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding.
ICASSP
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier
2020 J jnl
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding.
CoRR
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier
2020 J jnl
Improved graph-based SFA: information preservation complements the slowness principle.
Mach. Learn.
Alberto N. Escalante-B., Laurenz Wiskott
2020 A conf
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks.
INTERSPEECH
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier
2020 J jnl
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks.
CoRR
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas K. Maier
2019 C conf
Measuring the Data Efficiency of Deep Learning Methods.
ICPRAM
Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott
2019 J jnl
Measuring the Data Efficiency of Deep Learning Methods.
CoRR
Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott
2016 J jnl
Improved graph-based SFA: Information preservation complements the slowness principle.
CoRR
Alberto N. Escalante-B., Laurenz Wiskott
2016 J jnl
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs.
J. Mach. Learn. Res.
Alberto N. Escalante-B., Laurenz Wiskott
2015 J jnl
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs.
CoRR
Alberto N. Escalante-B., Laurenz Wiskott