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Bemba Speech Translation: Exploring a Low-Resource African Language

Published 5 May 2025 in cs.CL, cs.SD, and eess.AS | (2505.02518v3)

Abstract: This paper describes our system submission to the International Conference on Spoken Language Translation (IWSLT 2025), low-resource languages track, namely for Bemba-to-English speech translation. We built cascaded speech translation systems based on Whisper and NLLB-200, and employed data augmentation techniques, such as back-translation. We investigate the effect of using synthetic data and discuss our experimental setup.

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