Abstract:In this paper we present VDTTS, a Visually-Driven Textto-Speech model. Motivated by dubbing, VDTTS takes advantage of video frames as an additional input alongside text, and generates speech that matches the video signal. We demonstrate how this allows VDTTS to, unlike plain TTS models, generate speech that not only has prosodic variations like natural pauses and pitch, but is also synchronized to the input video.Experimentally, we show our model produces wellsynchronized outputs, approaching the video-speech … Show more
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