SVTS: Scalable Video-to-Speech Synthesis. (arXiv:2205.02058v2 [cs.SD] UPDATED)

Video-to-speech synthesis (also known as lip-to-speech) refers to the
translation of silent lip movements into the corresponding audio. This task has
received an increasing amount of attention due to its self-supervised nature
(i.e., can be trained without manual labelling) combined with the ever-growing
collection of audio-visual data available online. Despite these strong
motivations, contemporary video-to-speech works focus mainly on small- to
medium-sized corpora with substantial constraints in both vocabulary and
setting. In this work, we introduce a scalable video-to-speech framework …

arxiv scalable speech video