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Audio-driven synthetic lip movements alone can bootstrap audiovisual speech recognition baselines and slash word error rates by up to 16.2% when used as augmentation.
Language mismatch is the primary culprit behind performance degradation in cross-lingual speaker verification, overshadowing speaker variability.
Paralinguistic speech tasks aren't as language-agnostic as we thought: cross-lingual transfer patterns reveal systematic language dependencies.
Unlock AV speech recognition for any language, even with zero labeled video data, by training on synthetically generated talking-head videos.