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2020 – today
- 2024
[j14]Vincent le Roux, Marelie H. Davel
, Johan Bosman:
Parsimonious airfoil Parameterisation: A deep learning framework with Bidirectional LSTM and Gaussian Mixture models. Expert Syst. Appl. 255: 124726 (2024)- [c47]Coenraad Mouton, Marthinus Wilhelmus Theunissen, Marelie H. Davel:
Input Margins Can Predict Generalization Too. AAAI 2024: 14379-14387 - 2023
- [j13]Thipe I. Modipa, Marelie H. Davel:
Correction to: Two sepedi‑english code‑switched speech corpora. Lang. Resour. Evaluation 57(1): 491 (2023) - [i9]Marthinus W. Theunissen, Coenraad Mouton, Marelie H. Davel:
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. CoRR abs/2302.06925 (2023) - [i8]Coenraad Mouton, Marthinus W. Theunissen, Marelie H. Davel:
Input margins can predict generalization too. CoRR abs/2308.15466 (2023) - 2022
- [j12]Thipe I. Modipa, Marelie H. Davel:
Two sepedi-english code-switched speech corpora. Lang. Resour. Evaluation 56(3): 703-727 (2022) - [j11]Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden:
Efficient acoustic feature transformation in mismatched environments using a Guided-GAN. Speech Commun. 143: 10-20 (2022) - [c46]Marko C. Oosthuizen, Alwyn J. Hoffman, Marelie H. Davel:
A Comparative Study of Graph Neural Network Speed Prediction during Periods of Congestion. IJCCI 2022: 331-338 - [c45]Andrew J. Oosthuizen, Albert S. J. Helberg, Marelie H. Davel:
Adversarial Training for Channel State Information Estimation in LTE Multi-antenna Systems. SACAIR 2022: 3-17 - [c44]Marthinus Wilhelmus Theunissen, Coenraad Mouton, Marelie H. Davel:
The Missing Margin: How Sample Corruption Affects Distance to the Boundary in ANNs. SACAIR 2022: 78-92 - [c43]Edrich Fourie, Marelie H. Davel, Jaco Versfeld:
Neural Speech Processing for Whale Call Detection. SACAIR 2022: 276-290 - [i7]Coenraad Mouton, Marelie H. Davel:
Exploring layerwise decision making in DNNs. CoRR abs/2202.00345 (2022) - [i6]Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden:
Multi-style Training for South African Call Centre Audio. CoRR abs/2202.07219 (2022) - [i5]Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden:
Efficient acoustic feature transformation in mismatched environments using a Guided-GAN. CoRR abs/2210.00721 (2022) - 2021
- [c42]Walter Heymans, Marelie H. Davel, Charl Johannes van Heerden:
Multi-style Training for South African Call Centre Audio. SACAIR 2021: 111-124 - [c41]Coenraad Mouton, Marelie H. Davel:
Exploring Layerwise Decision Making in DNNs. SACAIR 2021: 140-155 - [i4]Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel:
Pre-interpolation loss behaviour in neural networks. CoRR abs/2103.07986 (2021) - [i3]Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel:
Stride and Translation Invariance in CNNs. CoRR abs/2103.10097 (2021) - [i2]Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel:
Tracking translation invariance in CNNs. CoRR abs/2104.05997 (2021) - 2020
- [j10]Jan W. F. Thirion, Charl Johannes van Heerden, Oluwapelumi Giwa, Marelie H. Davel:
The South African directory enquiries (SADE) name corpus. Lang. Resour. Evaluation 54(1): 155-184 (2020) - [j9]Jacques P. Beukes, Stefan Lotz, Marelie H. Davel:
Pairwise networks for feature ranking of a geomagnetic storm model. South Afr. Comput. J. 32(2) (2020) - [j8]Marelie Hattingh Davel:
Using Summary Layers to Probe Neural Network Behaviour. South Afr. Comput. J. 32(2) (2020) - [j7]Deshendran Moodley, Marelie Hattingh Davel:
Guest Editorial: FAIR 2019 special issue. South Afr. Comput. J. 32(2) (2020) - [j6]Marthinus Wilhelmus Theunissen, Marelie H. Davel, Etienne Barnard:
Benign interpolation of noise in deep learning. South Afr. Comput. J. 32(2) (2020) - [c40]Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard:
DNNs as Layers of Cooperating Classifiers. AAAI 2020: 3725-3732 - [c39]Coenraad Mouton, Johannes C. Myburgh, Marelie H. Davel:
Stride and Translation Invariance in CNNs. SACAIR 2020: 267-281 - [c38]Johannes C. Myburgh, Coenraad Mouton, Marelie H. Davel:
Tracking Translation Invariance in CNNs. SACAIR 2020: 282-295 - [c37]Arthur E. W. Venter, Marthinus W. Theunissen, Marelie H. Davel:
Pre-interpolation Loss Behavior in Neural Networks. SACAIR 2020: 296-309 - [e1]Marelie H. Davel, Etienne Barnard:
Proceedings of the South African Forum for Artificial Intelligence Research, Cape Town, South Africa, 4-6 December, 2019. CEUR Workshop Proceedings 2540, CEUR-WS.org 2020 [contents] - [i1]Marelie H. Davel, Marthinus W. Theunissen, Arnold M. Pretorius, Etienne Barnard:
DNNs as Layers of Cooperating Classifiers. CoRR abs/2001.06178 (2020)
2010 – 2019
- 2019
- [c36]Arnold M. Pretorius, Etienne Barnard, Marelie H. Davel:
ReLU and sigmoidal activation functions. FAIR 2019: 37-48 - [c35]Marthinus W. Theunissen, Marelie H. Davel, Etienne Barnard:
Insights regarding overfitting on noise in deep learning. FAIR 2019: 49-63 - [c34]Marelie H. Davel:
Activation gap generators in neural networks. FAIR 2019: 64-76 - [c33]Stefan Lotz, Jacques P. Beukes, Marelie H. Davel:
Input parameter ranking for neural networks in a space weather regression problem. FAIR 2019: 133-144 - 2017
- [c32]Charl Johannes van Heerden, Damianos G. Karakos, Karthik Narasimhan, Marelie H. Davel, Richard M. Schwartz:
Constructing sub-word units for spoken term detection. ICASSP 2017: 5780-5784 - [c31]Daniel R. van Niekerk, Charl Johannes van Heerden, Marelie H. Davel, Neil Kleynhans, Oddur Kjartansson, Martin Jansche, Linne Ha:
Rapid Development of TTS Corpora for Four South African Languages. INTERSPEECH 2017: 2178-2182 - 2016
- [c30]Charl Johannes van Heerden, Neil Kleynhans, Marelie H. Davel:
Improving the Lwazi ASR Baseline. INTERSPEECH 2016: 3534-3538 - [c29]Neil Kleynhans, William Hartmann, Daniel R. van Niekerk, Charl Johannes van Heerden, Richard M. Schwartz, Stavros Tsakalidis, Marelie H. Davel:
Code-switched English Pronunciation Modeling for Swahili Spoken Term Detection. SLTU 2016: 128-135 - 2015
- [c28]Marelie H. Davel, Etienne Barnard, Charl Johannes van Heerden, William Hartmann, Damianos G. Karakos, Richard M. Schwartz, Stavros Tsakalidis:
Exploring minimal pronunciation modeling for low resource languages. INTERSPEECH 2015: 538-542 - 2014
- [j5]Florian Metze, Xavier Anguera, Etienne Barnard, Marelie H. Davel, Guillaume Gravier:
Language independent search in MediaEval's Spoken Web Search task. Comput. Speech Lang. 28(5): 1066-1082 (2014) - [j4]Nic J. de Vries, Marelie H. Davel, Jaco Badenhorst, Willem D. Basson, Febe de Wet, Etienne Barnard, Alta de Waal:
A smartphone-based ASR data collection tool for under-resourced languages. Speech Commun. 56: 119-131 (2014) - [c27]Oluwapelumi Giwa, Marelie H. Davel:
Language identification of individual words with joint sequence models. INTERSPEECH 2014: 1400-1404 - [c26]Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden, Febe de Wet, Jaco Badenhorst:
The NCHLT speech corpus of the South African languages. SLTU 2014: 194-200 - 2013
- [c25]Florian Metze, Xavier Anguera, Etienne Barnard, Marelie H. Davel, Guillaume Gravier:
The spoken web search task at MediaEval 2012. ICASSP 2013: 8121-8125 - [c24]Marelie H. Davel, Charl Johannes van Heerden, Etienne Barnard:
G2p variant prediction techniques for ASR and STD. INTERSPEECH 2013: 1831-1835 - [c23]Willem D. Basson, Marelie H. Davel:
Category-based phoneme-to-grapheme transliteration. INTERSPEECH 2013: 1956-1960 - 2012
- [c22]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:
The Spoken Web Search Task at MediaEval 2011. ICASSP 2012: 5165-5168 - [c21]Florian Metze, Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden, Xavier Anguera, Guillaume Gravier, Nitendra Rajput:
The Spoken Web Search Task. MediaEval 2012 - [c20]Marelie H. Davel, Charl Johannes van Heerden, Etienne Barnard:
Validating smartphone-collected speech corpora. SLTU 2012: 68-75 - [c19]Charl Johannes van Heerden, Marelie H. Davel, Etienne Barnard:
Medium-vocabulary speech recognition for under-resourced languages. SLTU 2012: 146-151 - 2011
- [j3]Jaco Badenhorst, Charl Johannes van Heerden, Marelie H. Davel, Etienne Barnard:
Collecting and evaluating speech recognition corpora for 11 South African languages. Lang. Resour. Evaluation 45(3): 289-309 (2011) - [c18]Evandro Gouvêa, Marelie H. Davel:
Kullback-Leibler Divergence-Based ASR Training Data Selection. INTERSPEECH 2011: 2297-2300 - [c17]Marelie H. Davel, Charl Johannes van Heerden, Neil Kleynhans, Etienne Barnard:
Efficient Harvesting of Internet Audio for Resource-Scarce ASR. INTERSPEECH 2011: 3153-3156 - [c16]Nic J. de Vries, Jaco Badenhorst, Marelie H. Davel, Etienne Barnard, Alta de Waal:
Woefzela - An Open-Source Platform for ASR Data Collection in the Developing World. INTERSPEECH 2011: 3177-3180 - 2010
- [c15]Etienne Barnard, Marelie H. Davel, Gerhard B. Van Huyssteen:
Speech Technology for Information Access: a South African Case Study. AAAI Spring Symposium: Artificial Intelligence for Development 2010 - [c14]Charl Johannes van Heerden, Etienne Barnard, Marelie H. Davel, Christiaan van der Walt, Ewald van Dyk, Michael Feld, Christian A. Müller:
Combining regression and classification methods for improving automatic speaker age recognition. ICASSP 2010: 5174-5177 - [c13]Marelie H. Davel, Febe de Wet:
Verifying pronunciation dictionaries using conflict analysis. INTERSPEECH 2010: 1898-1901 - [c12]Thipe Modipa, Marelie H. Davel, Febe de Wet:
Acoustic modelling of Sepedi affricates for ASR. SAICSIT 2010: 394-398 - [c11]Charl Johannes van Heerden, Neil Kleynhans, Etienne Barnard, Marelie H. Davel:
Pooling ASR data for closely related languages. SLTU 2010: 17-23
2000 – 2009
- 2009
- [c10]Etienne Barnard, Marelie H. Davel, Charl Johannes van Heerden:
ASR corpus design for resource-scarce languages. INTERSPEECH 2009: 2847-2850 - [c9]Marelie H. Davel, Olga Martirosian:
Pronunciation dictionary development in resource-scarce environments. INTERSPEECH 2009: 2851-2854 - [c8]Charl Johannes van Heerden, Etienne Barnard, Marelie H. Davel:
Basic speech recognition for spoken dialogues. INTERSPEECH 2009: 3003-3006 - 2008
- [j2]Marelie H. Davel, Etienne Barnard:
Pronunciation prediction with Default&Refine. Comput. Speech Lang. 22(4): 374-393 (2008) - [c7]Etienne Barnard, Madelaine Plauché, Marelie H. Davel:
The utility of spoken dialog systems. SLT 2008: 13-16 - 2007
- [j1]Natasha Govender, Etienne Barnard, Marelie H. Davel:
Pitch modelling for the Nguni languages. South Afr. Comput. J. 38: 28-39 (2007) - [c6]Marius Peche, Marelie H. Davel, Etienne Barnard:
Phonotactic spoken language identification with limited training data. INTERSPEECH 2007: 1537-1540 - 2006
- [c5]Marelie H. Davel, Etienne Barnard:
Developing consistent pronunciation models for phonemic variants. INTERSPEECH 2006 - 2005
- [c4]Natasha Govender, Etienne Barnard, Marelie H. Davel:
Fundamental frequency and tone in isizulu: initial experiments. INTERSPEECH 2005: 1417-1420 - [c3]Marelie H. Davel, Etienne Barnard:
Bootstrapping pronunciation dictionaries: practical issues. INTERSPEECH 2005: 1561-1564 - 2004
- [c2]Marelie H. Davel, Etienne Barnard:
The efficient generation of pronunciation dictionaries: machine learning factors during bootstrapping. INTERSPEECH 2004: 2781-2784 - [c1]Marelie H. Davel, Etienne Barnard:
The efficient generation of pronunciation dictionaries: human factors during bootstrapping. INTERSPEECH 2004: 2797-2800
Coauthor Index
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last updated on 2024-08-23 18:36 CEST by the dblp team
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