Speech driven facial animation

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Real-time speech-driven face animation with expressions using neural networks

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[] Realistic Speech-Driven Facial Animation with GANs

In this paper, we present an approach that animates facial expressions through speech analysis. To animate facial expressions of the 3D head model, a real-time speech analysis module is employed to obtain mouth shapes that are converted to MPEG-4 Facial Animation Parameters FAPs to drive the 3D head model with corresponding facial expressions. The approach has been implemented as a real-time speech-driven facial animation system. The input is live audio, and initial delay is within 4 seconds.
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Speech Driven Facial Animation

Speech-driven facial animation is the process that automatically synthesizes talking characters based on speech signals. The majority of work in this domain creates a mapping from audio features to visual features. This approach often requires post-processing using computer graphics techniques to produce realistic albeit subject dependent results. We present an end-to-end system that generates videos of a talking head, using only a still image of a person and an audio clip containing speech, without relying on handcrafted intermediate features.
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Metrics details. This paper describes SynFace, a supportive technology that aims at enhancing audio-based spoken communication in adverse acoustic conditions by providing the missing visual information in the form of an animated talking head. Firstly, we describe the system architecture, consisting of a 3D animated face model controlled from the speech input by a specifically optimised phonetic recogniser. Secondly, we report on speech intelligibility experiments with focus on multilinguality and robustness to audio quality.
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