Marelie H. Davel

75 papers A* 2A 19C 1Misc 4Journal 27Unranked 21

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Does simple trump complex? Comparing strategies for adversarial robustness in DNNs. CoRR William Brooks, Marelie H. Davel, Coenraad Mouton
2025	J	`jnl`	Impact of Batch Normalization on Convolutional Network Representations. CoRR Hermanus L. Potgieter, Coenraad Mouton, Marelie H. Davel
2025	J	`jnl`	KnowIt: Deep Time Series Modeling and Interpretation. CoRR Marthinus W. Theunissen, Randle Rabe, Marelie H. Davel
2025	J	`jnl`	Neural Network-based Vehicular Channel Estimation Performance: Effect of Noise in the Training Set. CoRR Simbarashe Aldrin Ngorima, Albert Helberg, Marelie H. Davel
2025	J	`jnl`	Pre-training a Transformer-Based Generative Model Using a Small Sepedi Dataset. CoRR Simon P. Ramalepe, Thipe I. Modipa, Marelie H. Davel
2024	A*	`conf`	Input Margins Can Predict Generalization Too. AAAI Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H. Davel
2024	J	`jnl`	Is network fragmentation a useful complexity measure? CoRR Coenraad Mouton, Randle Rabe, Daniël G. Haasbroek, Marthinus W. Theunissen, Hermanus L. Potgieter, Marelie H. Davel
2024	J	`jnl`	Parsimonious airfoil Parameterisation: A deep learning framework with Bidirectional LSTM and Gaussian Mixture models. Expert Syst. Appl. Vincent le Roux, Marelie H. Davel, Johan Bosman
2023	J	`jnl`	Correction to: Two sepedi‑english code‑switched speech corpora. Lang. Resour. Evaluation Thipe I. Modipa, Marelie H. Davel
2023	J	`jnl`	Input margins can predict generalization too. CoRR Coenraad Mouton, Marthinus W. Theunissen, Marelie H. Davel
2023	J	`jnl`	The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. CoRR Marthinus W. Theunissen, Coenraad Mouton, Marelie H. Davel
2022	C	`conf`	A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion. IJCCI Marko C. Oosthuizen, Alwyn J. Hoffman, Marelie H. Davel
2022	—	`conf`	Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems. SACAIR Andrew J. Oosthuizen, Albert S. J. Helberg, Marelie H. Davel
2022	J	`jnl`	Efficient acoustic feature transformation in mismatched environments using a Guided-GAN. CoRR Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden
2022	J	`jnl`	Efficient acoustic feature transformation in mismatched environments using a Guided-GAN. Speech Commun. Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden
2022	J	`jnl`	Exploring layerwise decision making in DNNs. CoRR Coenraad Mouton, Marelie H. Davel
2022	J	`jnl`	Multi-style Training for South African Call Centre Audio. CoRR Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden
2022	—	`conf`	Neural Speech Processing for Whale Call Detection. SACAIR Edrich Fourie, Marelie H. Davel, Jaco Versfeld
2022	—	`conf`	The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. SACAIR Marthinus Wilhelmus Theunissen, Coenraad Mouton, Marelie H. Davel
2022	J	`jnl`	Two sepedi-english code-switched speech corpora. Lang. Resour. Evaluation Thipe I. Modipa, Marelie H. Davel
2021	—	`conf`	Exploring Layerwise Decision Making in DNNs. SACAIR Coenraad Mouton, Marelie H. Davel
2021	—	`conf`	Multi-style Training for South African Call Centre Audio. SACAIR Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden
2021	J	`jnl`	Pre-interpolation loss behaviour in neural networks. CoRR Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel
2021	J	`jnl`	Stride and Translation Invariance in CNNs. CoRR Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
2021	J	`jnl`	Tracking translation invariance in CNNs. CoRR Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel
2020	J	`jnl`	Benign interpolation of noise in deep learning. South Afr. Comput. J. Marthinus Wilhelmus Theunissen, Marelie H. Davel, Etienne Barnard
2020	A*	`conf`	DNNs as Layers of Cooperating Classifiers. AAAI Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard
2020	J	`jnl`	DNNs as Layers of Cooperating Classifiers. CoRR Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard
2020	J	`jnl`	Pairwise networks for feature ranking of a geomagnetic storm model. South Afr. Comput. J. Jacques P. Beukes, Stefan Lotz, Marelie H. Davel
2020	—	`conf`	Pre-interpolation Loss Behavior in Neural Networks. SACAIR Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel
2020	—	`ed.`	Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019. FAIR Marelie H. Davel, Etienne Barnard
2020	—	`conf`	Stride and Translation Invariance in CNNs. SACAIR Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel
2020	J	`jnl`	The South African directory enquiries (SADE) name corpus. Lang. Resour. Evaluation Jan W. F. Thirion, Charl Johannes van Heerden, Oluwapelumi Giwa, Marelie H. Davel
2020	—	`conf`	Tracking Translation Invariance in CNNs. SACAIR Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel
2019	—	`conf`	Activation gap generators in neural networks. FAIR Marelie H. Davel
2019	—	`conf`	Input parameter ranking for neural networks in a space weather regression problem. FAIR Stefan Lotz, Jacques P. Beukes, Marelie H. Davel
2019	—	`conf`	Insights regarding overfitting on noise in deep learning. FAIR Marthinus W. Theunissen, Marelie H. Davel, Etienne Barnard
2019	—	`conf`	ReLU and sigmoidal activation functions. FAIR Arnold M. Pretorius, Etienne Barnard, Marelie H. Davel
2017	Misc	`conf`	Constructing sub-word units for spoken term detection. ICASSP Charl Johannes van Heerden, Damianos G. Karakos, Karthik Narasimhan, Marelie H. Davel, Richard M. Schwartz
2017	A	`conf`	Rapid Development of TTS Corpora for Four South African Languages. INTERSPEECH Daniel R. van Niekerk, Charl Johannes van Heerden, Marelie H. Davel, Neil Kleynhans, Oddur Kjartansson, Martin Jansche, Linne Ha
2016	—	`conf`	Code-switched English Pronunciation Modeling for Swahili Spoken Term Detection. SLTU Neil Kleynhans, William Hartmann, Daniel R. van Niekerk, Charl Johannes van Heerden, Richard M. Schwartz, Stavros Tsakalidis, Marelie H. Davel
2016	A	`conf`	Improving the Lwazi ASR Baseline. INTERSPEECH Charl Johannes van Heerden, Neil Kleynhans, Marelie H. Davel
2015	A	`conf`	Exploring minimal pronunciation modeling for low resource languages. INTERSPEECH Marelie H. Davel, Etienne Barnard, Charl Johannes van Heerden, William Hartmann, Damianos G. Karakos, Richard M. Schwartz, Stavros Tsakalidis
2014	J	`jnl`	A smartphone-based ASR data collection tool for under-resourced languages. Speech Commun. Nic J. de Vries, Marelie H. Davel, Jaco Badenhorst, Willem D. Basson, Febe de Wet, Etienne Barnard, Alta de Waal
2014	A	`conf`	Language identification of individual words with joint sequence models. INTERSPEECH Oluwapelumi Giwa, Marelie H. Davel
2014	J	`jnl`	Language independent search in MediaEval's Spoken Web Search task. Comput. Speech Lang. Florian Metze, Xavier Anguera, Etienne Barnard, Marelie H. Davel, Guillaume Gravier
2014	—	`conf`	The NCHLT speech corpus of the South African languages. SLTU Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden, Febe de Wet, Jaco Badenhorst
2013	A	`conf`	Category-based phoneme-to-grapheme transliteration. INTERSPEECH Willem D. Basson, Marelie H. Davel
2013	A	`conf`	G2p variant prediction techniques for ASR and STD. INTERSPEECH Marelie H. Davel, Charl Johannes van Heerden, Etienne Barnard
2013	Misc	`conf`	The spoken web search task at MediaEval 2012. ICASSP Florian Metze, Xavier Anguera, Etienne Barnard, Marelie H. Davel, Guillaume Gravier
2012	—	`conf`	Medium-vocabulary speech recognition for under-resourced languages. SLTU Charl Johannes van Heerden, Marelie H. Davel, Etienne Barnard
2012	Misc	`conf`	The Spoken Web Search Task at MediaEval 2011. ICASSP 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
2012	—	`conf`	The Spoken Web Search Task. MediaEval Florian Metze, Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden, Xavier Anguera, Guillaume Gravier, Nitendra Rajput
2012	—	`conf`	Validating smartphone-collected speech corpora. SLTU Marelie H. Davel, Charl Johannes van Heerden, Etienne Barnard
2011	J	`jnl`	Collecting and evaluating speech recognition corpora for 11 South African languages. Lang. Resour. Evaluation Jaco Badenhorst, Charl Johannes van Heerden, Marelie H. Davel, Etienne Barnard
2011	A	`conf`	Efficient Harvesting of Internet Audio for Resource-Scarce ASR. INTERSPEECH Marelie H. Davel, Charl Johannes van Heerden, Neil Kleynhans, Etienne Barnard
2011	A	`conf`	Kullback-Leibler Divergence-Based ASR Training Data Selection. INTERSPEECH Evandro Gouvêa, Marelie H. Davel
2011	A	`conf`	Woefzela - An Open-Source Platform for ASR Data Collection in the Developing World. INTERSPEECH Nic J. de Vries, Jaco Badenhorst, Marelie H. Davel, Etienne Barnard, Alta de Waal
2010	—	`conf`	Acoustic modelling of Sepedi affricates for ASR. SAICSIT Thipe Modipa, Marelie H. Davel, Febe de Wet
2010	Misc	`conf`	Combining regression and classification methods for improving automatic speaker age recognition. ICASSP Charl Johannes van Heerden, Etienne Barnard, Marelie H. Davel, Christiaan van der Walt, Ewald van Dyk, Michael Feld, Christian A. Müller
2010	—	`conf`	Pooling ASR data for closely related languages. SLTU Charl Johannes van Heerden, Neil Kleynhans, Etienne Barnard, Marelie H. Davel
2010	—	`conf`	Speech Technology for Information Access: a South African Case Study. AAAI Spring Symposium: Artificial Intelligence for Development Etienne Barnard, Marelie H. Davel, Gerhard B. Van Huyssteen
2010	A	`conf`	Verifying pronunciation dictionaries using conflict analysis. INTERSPEECH Marelie H. Davel, Febe de Wet
2009	A	`conf`	ASR corpus design for resource-scarce languages. INTERSPEECH Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden
2009	A	`conf`	Basic speech recognition for spoken dialogues. INTERSPEECH Charl Johannes van Heerden, Etienne Barnard, Marelie H. Davel
2009	A	`conf`	Pronunciation dictionary development in resource-scarce environments. INTERSPEECH Marelie H. Davel, Olga Martirosian
2008	J	`jnl`	Pronunciation prediction with Default&Refine. Comput. Speech Lang. Marelie H. Davel, Etienne Barnard
2008	—	`conf`	The utility of spoken dialog systems. SLT Etienne Barnard, Madelaine Plauché, Marelie H. Davel
2007	A	`conf`	Phonotactic spoken language identification with limited training data. INTERSPEECH Marius Peche, Marelie H. Davel, Etienne Barnard
2007	J	`jnl`	Pitch modelling for the Nguni languages. South Afr. Comput. J. Natasha Govender, Etienne Barnard, Marelie H. Davel
2006	A	`conf`	Developing consistent pronunciation models for phonemic variants. INTERSPEECH Marelie H. Davel, Etienne Barnard
2005	A	`conf`	Bootstrapping pronunciation dictionaries: practical issues. INTERSPEECH Marelie H. Davel, Etienne Barnard
2005	A	`conf`	Fundamental frequency and tone in isizulu: initial experiments. INTERSPEECH Natasha Govender, Etienne Barnard, Marelie H. Davel
2004	A	`conf`	The efficient generation of pronunciation dictionaries: human factors during bootstrapping. INTERSPEECH Marelie H. Davel, Etienne Barnard
2004	A	`conf`	The efficient generation of pronunciation dictionaries: machine learning factors during bootstrapping. INTERSPEECH Marelie H. Davel, Etienne Barnard