Ha Nguyen — accepted AI-conference papers

2021

An Empirical Study of End-To-End Simultaneous Speech Translation Decoding Strategies

Ha Nguyen, Yannick Estève, Laurent Besacier

ICASSP 2021accepted

This paper proposes a decoding strategy for end-to-end simultaneous speech translation. We leverage end-to-end models trained in offline mode and conduct an empirical study for two language pairs (English-to-German and English-to-Portuguese). We also investigate different output token granularities…

Cited by 0 Source ↗Scholar ↗

2021

Task Agnostic and Task Specific Self-Supervised Learning from Speech with LeBenchmark

Solène Evain, Ha Nguyen, Hang Le, Marcely Zanon Boito, Salima Mdhaffar, Sina Alisamir +12

NeurIPS 2021poster

Self-Supervised Learning (SSL) has yielded remarkable improvements in many different domains including computer vision, natural language processing and speech processing by leveraging large amounts of unlabeled data. In the specific context of speech, however, and despite promising results, there ex…

Cited by 41 Source ↗Scholar ↗