3 papers
cs.CL2025
Speech-to-Speech Translation Pipelines for Conversations in Low-Resource Languages
Andrei Popescu-Belis, Alexis Allemann, Teo Ferrari +1
The popularity of automatic speech-to-speech translation for human conversations is growing, but the quality varies significantly depending on the language pair. In a context of co…
cs.CL2025
Optimizing the Training Schedule of Multilingual NMT using Reinforcement Learning
Alexis Allemann, Ãlex R. Atrio, Andrei Popescu-Belis
Multilingual NMT is a viable solution for translating low-resource languages (LRLs) when data from high-resource languages (HRLs) from the same language family is available. Howeve…
cs.CL2024
Can the Variation of Model Weights be used as a Criterion for Self-Paced Multilingual NMT?
Ãlex R. Atrio, Alexis Allemann, Ljiljana Dolamic +1
Many-to-one neural machine translation systems improve over one-to-one systems when training data is scarce. In this paper, we design and test a novel algorithm for selecting the l…