Marelie Davel

3 papers · 2016–2020 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird 🚀 Conference Pioneer

Venues

Interspeech (2) AAAI (1)

Top co-authors

Neil Kleynhans (2) Charl van Heerden (2) Linne Ha (1) Oddur Kjartansson (1) Daniel van Niekerk (1) Marthinus Theunissen (1) Martin Jansche (1) Etienne Barnard (1) Arnold Pretorius (1)

Research topics

Deep Learning (2) Speech & Audio (2) Machine Learning (1) Architectures (1) Core Methods (1) Learning Types (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1) Recognition (1) Synthesis (1) Techniques (1)

Keywords

feature learning (1) automatic speech recognition (1) acoustic model (1) deep neural network (1) feed-forward network (1) activation pattern (1) under-resourced language (1) state-of-the-art technique (1) south african language (1) multilingual speech synthesis (1) classifier collaboration (1) hidden node (1) corpus development (1) text-to-speech corpus (1) low-cost data collection (1)

Papers

DNNs as Layers of Cooperating Classifiers AAAI 2020 Rapid Development of TTS Corpora for Four South African Languages Interspeech 2017 Improving the Lwazi ASR Baseline Interspeech 2016