Alberto N. Escalante

According to our database, Alberto N. Escalante authored at least 20 papers between 2007 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier

CoRR, 2023

2022

Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier

IEEE ACM Trans. Audio Speech Lang. Process., 2022

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

Hendrik Schröter, Andreas K. Maier, Alberto N. Escalante-B., Tobias Rosenkranz

Proceedings of the 17th International Workshop on Acoustic Signal Enhancement, 2022

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

Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz, Andreas Maier

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods.

Metehan Yurt, Pavan Kantharaju, Sascha Disch, Andreas Niedermeier, Alberto N. Escalante-B., Veniamin I. Morgenshtern

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier

Proceedings of the Interspeech 2021, 22nd Annual Conference of the International Speech Communication Association, Brno, Czechia, 30 August, 2021

2020

Improved graph-based SFA: information preservation complements the slowness principle.

Alberto N. Escalante-B., Laurenz Wiskott

Mach. Learn., 2020

CLC: Complex Linear Coding for the DNS 2020 Challenge.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Andreas K. Maier

CoRR, 2020

Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Pascal Zobel, Andreas Maier

Proceedings of the Interspeech 2020, 2020

CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding.

Hendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B., Marc Aubreville, Andreas K. Maier

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Measuring the Data Efficiency of Deep Learning Methods.

Hlynur Davíð Hlynsson, Alberto N. Escalante-B., Laurenz Wiskott

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

2017

Extensions of hierarchical slow feature analysis for efficient classsification and regression on high-dimensional data

Alberto Nicolás Escalante Bañuelos

PhD thesis, 2017

2016

Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs.

Alberto N. Escalante-B., Laurenz Wiskott

J. Mach. Learn. Res., 2016

2013

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

Alberto N. Escalante, Laurenz Wiskott

J. Mach. Learn. Res., 2013

2012

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

Alberto N. Escalante, Laurenz Wiskott

Künstliche Intell., 2012

2011

Heuristic Evaluation of Expansions for Non-linear Hierarchical Slow Feature Analysis.

Alberto N. Escalante, Laurenz Wiskott

Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010

Gender and Age Estimation from Synthetic Face Images.

Alberto N. Escalante, Laurenz Wiskott

Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

2008

Secure Multi-Coupons for Federated Environments: Privacy-Preserving and Customer-Friendly.

Frederik Armknecht, Alberto N. Escalante, Hans Löhr, Mark Manulis, Ahmad-Reza Sadeghi

Proceedings of the Information Security Practice and Experience, 2008

2007

A Non-Sequential Unsplittable Privacy-Protecting Multi-Coupon Scheme.

Alberto N. Escalante, Hans Löhr, Ahmad-Reza Sadeghi

Proceedings of the 37. Jahrestagung der Gesellschaft für Informatik, 2007

A Privacy-Protecting Multi-Coupon Scheme with Stronger Protection Against Splitting.

Liqun Chen, Alberto N. Escalante, Hans Löhr, Mark Manulis, Ahmad-Reza Sadeghi

Proceedings of the Financial Cryptography and Data Security, 2007