Fine-tuning SeamlessM4T-v2 directly for end-to-end speech translation is competitive, and ASR-encoder initialization adds about 1 to 5 BLEU for languages unseen by the base model.
Title resolution pending
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CL 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
GMU Systems for the IWSLT 2025 Low-Resource Speech Translation Shared Task
Fine-tuning SeamlessM4T-v2 directly for end-to-end speech translation is competitive, and ASR-encoder initialization adds about 1 to 5 BLEU for languages unseen by the base model.