Marelie H Davel

Marelie H Davel

Northwest University

H-index: 24

North America-United States

About Marelie H Davel

Marelie H Davel, With an exceptional h-index of 24 and a recent h-index of 11 (since 2020), a distinguished researcher at Northwest University, specializes in the field of machine learning, deep learning, speech processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

Input margins can predict generalization too

Sequence Based Deep Neural Networks for Channel Estimation in Vehicular Communication Systems

Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems

The development of a Sepedi text generation model using transformers

The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs

Neural Speech Processing for Whale Call Detection

Efficient acoustic feature transformation in mismatched environments using a Guided-GAN

Two sepedi-english code-switched speech corpora

Marelie H Davel Information

University

Position

___

Citations(all)

1846

Citations(since 2020)

559

Cited By

1520

hIndex(all)

24

hIndex(since 2020)

11

i10Index(all)

46

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Marelie H Davel Skills & Research Interests

machine learning

deep learning

speech processing

Top articles of Marelie H Davel

Title

Journal

Author(s)

Publication Date

Input margins can predict generalization too

Proceedings of the AAAI Conference on Artificial Intelligence

Coenraad Mouton

Marthinus Wilhelmus Theunissen

Marelie H Davel

2024/3/24

Sequence Based Deep Neural Networks for Channel Estimation in Vehicular Communication Systems

Simbarashe A Ngorima

Albert SJ Helberg

Marelie H Davel

2023/11/29

Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems

Andrew J Oosthuizen

Albert SJ Helberg

Marelie H Davel

2022/11/28

The development of a Sepedi text generation model using transformers

Simon P Ramalepe

Thipe I Modipa

Marelie H Davel

2022

The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs

Marthinus Wilhelmus Theunissen

Coenraad Mouton

Marelie H Davel

2022/11/28

Neural Speech Processing for Whale Call Detection

Edrich Fourie

Marelie H Davel

Jaco Versfeld

2022/11/28

Efficient acoustic feature transformation in mismatched environments using a Guided-GAN

Speech Communication

Walter Heymans

Marelie H Davel

Charl van Heerden

2022/9/1

Two sepedi-english code-switched speech corpora

Language Resources and Evaluation

Thipe I Modipa

Marelie H Davel

2022/9

A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion

Marko C Oosthuizen

Alwyn J Hoffman

Marelie H Davel

2022

The Analysis of the Sepedi-English Code-switched Radio News Corpus

Journal of the Digital Humanities Association of Southern Africa

Simon Ramalepe

Thipe I Modipa

Marelie H Davel

2022

Exploring layerwise decision making in DNNs

Coenraad Mouton

Marelie H Davel

2021/12/6

Multi-style training for South African call centre audio

Walter Heymans

Marelie H Davel

Charl van Heerden

2021/12/6

Unsupervised Fine-tuning of Speaker Diarisation Pipelines using Silhouette Coefficients

Lucas Van Wyk

Marelie Davel

Charl Van Heerden

2021

Exploring CNN-based automatic modulation classification using small modulation sets

Andrew Oosthuizen

Marelie H Davel

Helberg Albert

2021

Tracking translation invariance in CNNs

Johannes C Myburgh

Coenraad Mouton

Marelie H Davel

2020/12/21

Guest Editorial: FAIR 2019 special issue

South African Computer Journal

Deshendran Moodley

Marelie H Davel

2020/12

Benign interpolation of noise in deep learning

South African Computer Journal

Marthinus Wilhelmus Theunissen

Marelie H Davel

Etienne Barnard

2020/12/1

Using summary layers to probe neural network behaviour

South African Computer Journal

Marelie H Davel

2020/12/1

Pairwise networks for feature ranking of a geomagnetic storm model

South African Computer Journal

Jacques P Beukes

Stefan Lotz

Marelie H Davel

2020/12/1

Stride and translation invariance in CNNs

Coenraad Mouton

Johannes C Myburgh

Marelie H Davel

2020/12/21

See List of Professors in Marelie H Davel University(Northwest University)

Co-Authors

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