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Arnu Pretorius

11 papers hereh-index 14684 citations53 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author5
  • middle author5
  • last author1

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.LG5
  • stat.ML4
  • cs.CL2
same name
  • Arnu Pretorius — 6 papers

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20182024
most citedOn Optimal Transformer Depth for Low-Resource Language Translation

20 citations · 26 across the 6 of their papers we have counts for

collaborators
Showing cs.CLShow all

2 papers · 1 filter

cs.CL2020★ 20 cited

On Optimal Transformer Depth for Low-Resource Language Translation

Elan van Biljon, Arnu Pretorius, Julia Kreutzer

Transformers have shown great promise as an approach to Neural Machine Translation (NMT) for low-resource languages. However, at the same time, transformer models remain difficult…

cs.CL2019

Unsupervised acoustic unit discovery for speech synthesis using discrete latent-variable neural networks

Ryan Eloff, André Nortje, Benjamin van Niekerk +7

For our submission to the ZeroSpeech 2019 challenge, we apply discrete latent-variable neural networks to unlabelled speech and use the discovered units for speech synthesis. Unsup…

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