VSRo-200 is the first large Romanian sentence-level lip-reading corpus; human labels beat pseudo-labels at matched size, but scaling pseudo-labels closes the gap and yields strong transfer to word recognition.
Ro-n3ws: Enhancing generalization in low-resource asr with diverse romanian speech benchmarks,
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VSRo-200: A Romanian Visual Speech Recognition Dataset for Studying Supervision and Multimodal Robustness
VSRo-200 is the first large Romanian sentence-level lip-reading corpus; human labels beat pseudo-labels at matched size, but scaling pseudo-labels closes the gap and yields strong transfer to word recognition.