The efficient generation of pronunciation dictionaries: machine learning factors during bootstrapping. - Marelie H. Davel; Etienne Barnard (INTERSPEECH, 2004)

The efficient generation of pronunciation dictionaries: human factors during bootstrapping. - Marelie H. Davel; Etienne Barnard (INTERSPEECH, 2004)

Bootstrapping pronunciation dictionaries: practical issues. - Marelie H. Davel; Etienne Barnard (INTERSPEECH, 2005)

Fundamental frequency and tone in isizulu: initial experiments. - Natasha Govender; Etienne Barnard; Marelie H. Davel (INTERSPEECH, 2005)

Developing consistent pronunciation models for phonemic variants. - Marelie H. Davel; Etienne Barnard (INTERSPEECH, 2006)

Phonotactic spoken language identification with limited training data. - Marius Peche; Marelie H. Davel; Etienne Barnard (INTERSPEECH, 2007)

Pitch modelling for the Nguni languages. - Natasha Govender; Etienne Barnard; Marelie H. Davel (South Afr. Comput. J., 2007)

The utility of spoken dialog systems. - Etienne Barnard; Madelaine Plauché; Marelie H. Davel (SLT, 2008)

Pronunciation prediction with Default&Refine. - Marelie H. Davel; Etienne Barnard (Comput. Speech Lang., 2008)

ASR corpus design for resource-scarce languages. - Etienne Barnard; Marelie H. Davel; Charl Johannes van Heerden (INTERSPEECH, 2009)

Pronunciation dictionary development in resource-scarce environments. - Marelie H. Davel; Olga Martirosian (INTERSPEECH, 2009)

Basic speech recognition for spoken dialogues. - Charl Johannes van Heerden; Etienne Barnard; Marelie H. Davel (INTERSPEECH, 2009)

Speech Technology for Information Access: a South African Case Study. - Etienne Barnard; Marelie H. Davel; Gerhard B. Van Huyssteen (AAAI Spring Symposium: Artificial Intelligence for Development, 2010)

Combining regression and classification methods for improving automatic speaker age recognition. - Charl Johannes van Heerden; Etienne Barnard; Marelie H. Davel; Christiaan van der Walt; Ewald van Dyk; Michael Feld; Christian A. Müller (ICASSP, 2010)

Verifying pronunciation dictionaries using conflict analysis. - Marelie H. Davel; Febe de Wet (INTERSPEECH, 2010)

Acoustic modelling of Sepedi affricates for ASR. - Thipe Modipa; Marelie H. Davel; Febe de Wet (SAICSIT, 2010)

Pooling ASR data for closely related languages. - Charl Johannes van Heerden; Neil Kleynhans; Etienne Barnard; Marelie H. Davel (SLTU, 2010)

Efficient Harvesting of Internet Audio for Resource-Scarce ASR. - Marelie H. Davel; Charl Johannes van Heerden; Neil Kleynhans; Etienne Barnard (INTERSPEECH, 2011)

Kullback-Leibler Divergence-Based ASR Training Data Selection. - Evandro Gouvêa; Marelie H. Davel (INTERSPEECH, 2011)

Woefzela - An Open-Source Platform for ASR Data Collection in the Developing World. - Nic J. de Vries; Jaco Badenhorst; Marelie H. Davel; Etienne Barnard; Alta de Waal (INTERSPEECH, 2011)

Collecting and evaluating speech recognition corpora for 11 South African languages. - Jaco Badenhorst; Charl Johannes van Heerden; Marelie H. Davel; Etienne Barnard (Lang. Resour. Evaluation, 2011)

The Spoken Web Search Task at MediaEval 2011. - Florian Metze; Nitendra Rajput; Xavier Anguera; Marelie H. Davel; Guillaume Gravier; Charl Johannes van Heerden; Gautam Varma Mantena; Armando Muscariello; Kishore Prahallad; Igor Szöke; Javier Tejedor (ICASSP, 2012)

The Spoken Web Search Task. - Florian Metze; Etienne Barnard; Marelie H. Davel; Charl Johannes van Heerden; Xavier Anguera; Guillaume Gravier; Nitendra Rajput (MediaEval, 2012)

Validating smartphone-collected speech corpora. - Marelie H. Davel; Charl Johannes van Heerden; Etienne Barnard (SLTU, 2012)

Medium-vocabulary speech recognition for under-resourced languages. - Charl Johannes van Heerden; Marelie H. Davel; Etienne Barnard (SLTU, 2012)

The spoken web search task at MediaEval 2012. - Florian Metze; Xavier Anguera; Etienne Barnard; Marelie H. Davel; Guillaume Gravier (ICASSP, 2013)

Category-based phoneme-to-grapheme transliteration. - Willem D. Basson; Marelie H. Davel (INTERSPEECH, 2013)

G2p variant prediction techniques for ASR and STD. - Marelie H. Davel; Charl Johannes van Heerden; Etienne Barnard (INTERSPEECH, 2013)

Language identification of individual words with joint sequence models. - Oluwapelumi Giwa; Marelie H. Davel (INTERSPEECH, 2014)

The NCHLT speech corpus of the South African languages. - Etienne Barnard; Marelie H. Davel; Charl Johannes van Heerden; Febe de Wet; Jaco Badenhorst (SLTU, 2014)

Language independent search in MediaEval's Spoken Web Search task. - Florian Metze; Xavier Anguera; Etienne Barnard; Marelie H. Davel; Guillaume Gravier (Comput. Speech Lang., 2014)

A smartphone-based ASR data collection tool for under-resourced languages. - Nic J. de Vries; Marelie H. Davel; Jaco Badenhorst; Willem D. Basson; Febe de Wet; Etienne Barnard; Alta de Waal (Speech Commun., 2014)

Exploring minimal pronunciation modeling for low resource languages. - Marelie H. Davel; Etienne Barnard; Charl Johannes van Heerden; William Hartmann; Damianos G. Karakos; Richard M. Schwartz; Stavros Tsakalidis (INTERSPEECH, 2015)

Improving the Lwazi ASR Baseline. - Charl Johannes van Heerden; Neil Kleynhans; Marelie H. Davel (INTERSPEECH, 2016)

Code-switched English Pronunciation Modeling for Swahili Spoken Term Detection. - Neil Kleynhans; William Hartmann; Daniel R. van Niekerk; Charl Johannes van Heerden; Richard M. Schwartz; Stavros Tsakalidis; Marelie H. Davel (SLTU, 2016)

Constructing sub-word units for spoken term detection. - Charl Johannes van Heerden; Damianos G. Karakos; Karthik Narasimhan; Marelie H. Davel; Richard M. Schwartz (ICASSP, 2017)

Rapid Development of TTS Corpora for Four South African Languages. - Daniel R. van Niekerk; Charl Johannes van Heerden; Marelie H. Davel; Neil Kleynhans; Oddur Kjartansson; Martin Jansche; Linne Ha (INTERSPEECH, 2017)

Activation gap generators in neural networks. - Marelie H. Davel (FAIR, 2019)

Input parameter ranking for neural networks in a space weather regression problem. - Stefan Lotz; Jacques P. Beukes; Marelie H. Davel (FAIR, 2019)

ReLU and sigmoidal activation functions. - Arnold M. Pretorius; Etienne Barnard; Marelie H. Davel (FAIR, 2019)

Insights regarding overfitting on noise in deep learning. - Marthinus W. Theunissen; Marelie H. Davel; Etienne Barnard (FAIR, 2019)

DNNs as Layers of Cooperating Classifiers. - Marelie H. Davel; Marthinus W. Theunissen; Arnold M. Pretorius; Etienne Barnard (AAAI, 2020)

Stride and Translation Invariance in CNNs. - Coenraad Mouton; Johannes C. Myburgh; Marelie H. Davel (SACAIR, 2020)

Tracking Translation Invariance in CNNs. - Johannes C. Myburgh; Coenraad Mouton; Marelie H. Davel (SACAIR, 2020)

Pre-interpolation Loss Behavior in Neural Networks. - Arthur E. W. Venter; Marthinus W. Theunissen; Marelie H. Davel (SACAIR, 2020)

The South African directory enquiries (SADE) name corpus. - Jan W. F. Thirion; Charl Johannes van Heerden; Oluwapelumi Giwa; Marelie H. Davel (Lang. Resour. Evaluation, 2020)

Pairwise networks for feature ranking of a geomagnetic storm model. - Jacques P. Beukes; Stefan Lotz; Marelie H. Davel (South Afr. Comput. J., 2020)

Using Summary Layers to Probe Neural Network Behaviour. - Marelie Hattingh Davel (South Afr. Comput. J., 2020)

Guest Editorial: FAIR 2019 special issue. - Deshendran Moodley; Marelie Hattingh Davel (South Afr. Comput. J., 2020)

Benign interpolation of noise in deep learning. - Marthinus Wilhelmus Theunissen; Marelie H. Davel; Etienne Barnard (South Afr. Comput. J., 2020)

Multi-style Training for South African Call Centre Audio. - Walter Heymans; Marelie H. Davel; Charl Johannes van Heerden (SACAIR, 2021)

Exploring Layerwise Decision Making in DNNs. - Coenraad Mouton; Marelie H. Davel (SACAIR, 2021)

Pre-interpolation loss behaviour in neural networks. - Arthur E. W. Venter; Marthinus W. Theunissen; Marelie H. Davel (CoRR, 2021)

A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion. - Marko C. Oosthuizen; Alwyn J. Hoffman; Marelie H. Davel (IJCCI, 2022)

Neural Speech Processing for Whale Call Detection. - Edrich Fourie; Marelie H. Davel; Jaco Versfeld (SACAIR, 2022)

Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems. - Andrew J. Oosthuizen; Albert S. J. Helberg; Marelie H. Davel (SACAIR, 2022)

The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. - Marthinus Wilhelmus Theunissen; Coenraad Mouton; Marelie H. Davel (SACAIR, 2022)

Two sepedi-english code-switched speech corpora. - Thipe I. Modipa; Marelie H. Davel (Lang. Resour. Evaluation, 2022)

Efficient acoustic feature transformation in mismatched environments using a Guided-GAN. - Walter Heymans; Marelie H. Davel; Charl Johannes van Heerden (Speech Commun., 2022)

Correction to: Two sepedi‑english code‑switched speech corpora. - Thipe I. Modipa; Marelie H. Davel (Lang. Resour. Evaluation, 2023)

Input Margins Can Predict Generalization Too. - Coenraad Mouton; Marthinus Wilhelmus Theunissen; Marelie H. Davel (AAAI, 2024)

Is network fragmentation a useful complexity measure? - Coenraad Mouton; Randle Rabe; Daniël G. Haasbroek; Marthinus W. Theunissen; Hermanus L. Potgieter; Marelie H. Davel (CoRR, 2024)

Parsimonious airfoil Parameterisation: A deep learning framework with Bidirectional LSTM and Gaussian Mixture models. - Vincent le Roux; Marelie H. Davel; Johan Bosman (Expert Syst. Appl., 2024)

Impact of Batch Normalization on Convolutional Network Representations. - Hermanus L. Potgieter; Coenraad Mouton; Marelie H. Davel (CoRR, 2025)

Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset. - Simon P. Ramalepe; Thipe I. Modipa; Marelie H. Davel (CoRR, 2025)

Neural Network-based Vehicular Channel Estimation Performance: Effect of Noise in the Training Set. - Simbarashe Aldrin Ngorima; Albert Helberg; Marelie H. Davel (CoRR, 2025)

KnowIt: Deep Time Series Modeling and Interpretation. - Marthinus W. Theunissen; Randle Rabe; Marelie H. Davel (CoRR, 2025)