A conditional variational auto-encoder conditioned on clean lip images improves unsupervised audio-visual speech enhancement, with the largest gains at low SNR.
Noisy speech enhancement with filters estimated from the speaker’s lips,
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Audio-visual Speech Enhancement Using Conditional Variational Auto-Encoders
A conditional variational auto-encoder conditioned on clean lip images improves unsupervised audio-visual speech enhancement, with the largest gains at low SNR.