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cs.CL2024
Speech is More Than Words: Do Speech-to-Text Translation Systems Leverage Prosody?
Ioannis Tsiamas, Matthias Sperber, Andrew Finch +1
The prosody of a spoken utterance, including features like stress, intonation and rhythm, can significantly affect the underlying semantics, and as a consequence can also affect it…
cs.CL2024
Pushing the Limits of Zero-shot End-to-End Speech Translation
Ioannis Tsiamas, Gerard I. Gállego, José A. R. Fonollosa +1
Data scarcity and the modality gap between the speech and text modalities are two major obstacles of end-to-end Speech Translation (ST) systems, thus hindering their performance. P…