Marelie H. Davel

1.3k total citations
83 papers, 874 citations indexed

About

Marelie H. Davel is a scholar working on Artificial Intelligence, Signal Processing and Information Systems. According to data from OpenAlex, Marelie H. Davel has authored 83 papers receiving a total of 874 indexed citations (citations by other indexed papers that have themselves been cited), including 72 papers in Artificial Intelligence, 20 papers in Signal Processing and 17 papers in Information Systems. Recurrent topics in Marelie H. Davel's work include Speech Recognition and Synthesis (43 papers), Natural Language Processing Techniques (37 papers) and Speech and dialogue systems (29 papers). Marelie H. Davel is often cited by papers focused on Speech Recognition and Synthesis (43 papers), Natural Language Processing Techniques (37 papers) and Speech and dialogue systems (29 papers). Marelie H. Davel collaborates with scholars based in South Africa, India and United States. Marelie H. Davel's co-authors include Etienne Barnard, Charl van Heerden, Febe de Wet, Florian Metze, Xavier Anguera, Guillaume Gravier, Alta de Waal, Nitendra Rajput, Richard Schwartz and Damianos Karakos and has published in prestigious journals such as Expert Systems with Applications, Speech Communication and Language Resources and Evaluation.

In The Last Decade

Marelie H. Davel

81 papers receiving 724 citations

Peers

Marelie H. Davel

AI

SP

IS

ECP

LL

Sarmad Hussain Pakistan

Kevin Lenzo United States

Laurent Besacier France

Barbara Peskin United States

Toshiyuki Takezawa Japan

Changhan Wang United States

Juan Pino United States

Chai Wutiwiwatchai Thailand

Sámi Virpioja Finland

Teemu Hirsimäki Finland

Sarmad Hussain Pakistan

Marelie H. Davel

564 ×0.7

AI

123 ×0.3

SP

60 ×0.4

IS

76 ×0.9

ECP

38 ×0.6

LL

Citations per year, relative to Marelie H. Davel Marelie H. Davel (= 1×) peers Sarmad Hussain

Countries citing papers authored by Marelie H. Davel

Since Specialization

Citations

This map shows the geographic impact of Marelie H. Davel's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Marelie H. Davel with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Marelie H. Davel more than expected).

Fields of papers citing papers by Marelie H. Davel

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Marelie H. Davel. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Marelie H. Davel. The network helps show where Marelie H. Davel may publish in the future.

Co-authorship network of co-authors of Marelie H. Davel

This figure shows the co-authorship network connecting the top 25 collaborators of Marelie H. Davel. A scholar is included among the top collaborators of Marelie H. Davel based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Marelie H. Davel. Marelie H. Davel is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

1.

Davel, Marelie H., et al.. (2024). Input Margins Can Predict Generalization Too. Proceedings of the AAAI Conference on Artificial Intelligence. 38(13). 14379–14387. 1 indexed citations

2.

Davel, Marelie H., et al.. (2023). The Analysis of the Sepedi-English Code-switched Radio News Corpus. 4(1).

3.

Lotz, Stefan, et al.. (2020). Pairwise networks for feature ranking of a geomagnetic storm model. South African Computer Journal. 32(2). 1 indexed citations

4.

Davel, Marelie H., et al.. (2020). DNNs as Layers of Cooperating Classifiers. Proceedings of the AAAI Conference on Artificial Intelligence. 34(4). 3725–3732. 3 indexed citations

5.

Davel, Marelie H.. (2020). Using Summary Layers to Probe Neural Network Behaviour. South African Computer Journal. 32(2). 1 indexed citations

6.

Heerden, Charl van, et al.. (2019). The South African directory enquiries (SADE) name corpus. Language Resources and Evaluation. 54(1). 155–184. 1 indexed citations

7.

Niekerk, Daniel van, et al.. (2017). Rapid Development of TTS Corpora for Four South African Languages. 2178–2182. 17 indexed citations

8.

Heerden, Charl van, Damianos Karakos, Karthik Narasimhan, Marelie H. Davel, & Richard Schwartz. (2017). Constructing sub-word units for spoken term detection. 13 indexed citations

9.

Niekerk, Daniel van, et al.. (2016). Code-switched English Pronunciation Modeling for Swahili Spoken Term Detection. Procedia Computer Science. 81. 128–135. 5 indexed citations

10.

Davel, Marelie H., et al.. (2012). ASR performance analysis of an experimental call routing system. SUNScholar (Stellenbosch University). 2 indexed citations

11.

Davel, Marelie H., et al.. (2012). Comparing manually-developed and data-driven rules for P2P learning. SUNScholar (Stellenbosch University). 8 indexed citations

12.

Heerden, Charl van, et al.. (2011). Processing spoken lectures in resource-scarce environments. Terapevticheskii arkhiv. 54(11). 79–81. 2 indexed citations

13.

Davel, Marelie H., et al.. (2009). Pronunciation dictionary development in resource-scarce environments. 2851–2854. 45 indexed citations

14.

Barnard, Etienne, et al.. (2007). Pitch modelling for the Nguni languages : reviewed article. South African Computer Journal. 2007(38). 28–39. 1 indexed citations

15.

Barnard, Etienne, et al.. (2007). Pitch modelling for the Nguni languages. South African Computer Journal. 38. 28–39. 6 indexed citations

16.

Davel, Marelie H. & Etienne Barnard. (2006). Bootstrapping pronunciation models. South African Journal of Science. 102. 322–329. 2 indexed citations

17.

Davel, Marelie H. & Etienne Barnard. (2006). Extracting pronunciation rules for phonemic variants. 2 indexed citations

18.

Barnard, Etienne, et al.. (2005). Fundamental frequency and tone in isizulu: initial experiments. 1417–1420. 5 indexed citations

19.

Barnard, Etienne, et al.. (2005). Statistical investigations into isiZulu intonation. 7 indexed citations

20.

Barnard, Etienne, et al.. (2005). Developing Intonation Corpora for isiXhosa and isiZulu. 2 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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