Alberto N. Escalante

Orcid: 0000-0002-8704-1432

According to our database1, Alberto N. Escalante authored at least 21 papers between 2007 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Deep Multi-Frame Filtering for Hearing Aids.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

DeepFilterNet: Perceptually Motivated Real-Time Speech Enhancement.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

2022
Low Latency Speech Enhancement for Hearing Aids Using Deep Filtering.
IEEE ACM Trans. Audio Speech Lang. Process., 2022

Deepfilternet2: Towards Real-Time Speech Enhancement on Embedded Devices for Full-Band Audio.
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.
Proceedings of the IEEE International Conference on Acoustics, 2022

2021
Fricative Phoneme Detection Using Deep Neural Networks and its Comparison to Traditional Methods.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

LACOPE: Latency-Constrained Pitch Estimation for Speech Enhancement.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020
Improved graph-based SFA: information preservation complements the slowness principle.
Mach. Learn., 2020

CLC: Complex Linear Coding for the DNS 2020 Challenge.
CoRR, 2020

Lightweight Online Noise Reduction on Embedded Devices Using Hierarchical Recurrent Neural Networks.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

CLCNET: Deep Learning-Based Noise Reduction for Hearing aids using Complex Linear Coding.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019
Measuring the Data Efficiency of Deep Learning Methods.
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
PhD thesis, 2017

2016
Theoretical Analysis of the Optimal Free Responses of Graph-Based SFA for the Design of Training Graphs.
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.
J. Mach. Learn. Res., 2013

2012
Slow Feature Analysis: Perspectives for Technical Applications of a Versatile Learning Algorithm.
Künstliche Intell., 2012

2011
Heuristic Evaluation of Expansions for Non-linear Hierarchical Slow Feature Analysis.
Proceedings of the 10th International Conference on Machine Learning and Applications and Workshops, 2011

2010
Gender and Age Estimation from Synthetic Face Images.
Proceedings of the Computational Intelligence for Knowledge-Based Systems Design, 2010

2008
Secure Multi-Coupons for Federated Environments: Privacy-Preserving and Customer-Friendly.
Proceedings of the Information Security Practice and Experience, 2008

2007
A Non-Sequential Unsplittable Privacy-Protecting Multi-Coupon Scheme.
Proceedings of the 37. Jahrestagung der Gesellschaft für Informatik, 2007

A Privacy-Protecting Multi-Coupon Scheme with Stronger Protection Against Splitting.
Proceedings of the Financial Cryptography and Data Security, 2007


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