Alberto N. Escalante-B.

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 20

Top Topics

Speech Enhancement

Noise Reduction

Embedded Devices

Top Venues

Publications

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas Maier
Deep Multi-Frame Filtering for Hearing Aids. INTERSPEECH (2023)
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. INTERSPEECH (2023)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement. CoRR (2023)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering. IEEE ACM Trans. Audio Speech Lang. Process. 30 (2022)
Hendrik Schröter, A. Maier, Alberto N. Escalante-B., Tobias Rosenkranz
Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. IWAENC (2022)
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier
DeepFilterNet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio. CoRR (2022)
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier
Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering. ICASSP (2022)
Metehan Yurt, Pavan Kantharaju, Sascha Disch, Andreas Niedermeier, Alberto N. Escalante-B., Veniamin I. Morgenshtern
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods. Interspeech (2021)
Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas K. Maier
DeepFilterNet: A Low Complexity Speech Enhancement Framework for Full-Band Audio based on Deep Filtering. CoRR (2021)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement. Interspeech (2021)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier
CLC: Complex Linear Coding for the DNS 2020 Challenge. CoRR (2020)
Alberto N. Escalante-B., Laurenz Wiskott
Improved graph-based SFA: information preservation complements the slowness principle. Mach. Learn. 109 (5) (2020)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier
CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding. ICASSP (2020)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier
Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks. INTERSPEECH (2020)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier
CLCNet: Deep learning-based Noise Reduction for Hearing Aids using Complex Linear Coding. CoRR (2020)
Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas K. Maier
Lightweight Online Noise Reduction on Embedded Devices using Hierarchical Recurrent Neural Networks. CoRR (2020)
Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott
Measuring the Data Efficiency of Deep Learning Methods. ICPRAM (2019)
Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott
Measuring the Data Efficiency of Deep Learning Methods. CoRR (2019)
Alberto N. Escalante-B., Laurenz Wiskott
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs. J. Mach. Learn. Res. 17 (2016)
Alberto N. Escalante-B., Laurenz Wiskott
Improved graph-based SFA: Information preservation complements the slowness principle. CoRR (2016)
Alberto N. Escalante-B., Laurenz Wiskott
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs. CoRR (2015)