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Comparison of Techniques for Audio Driven Facial …
https://core.ac.uk/download/pdf/16517291.pdf
One technique that has previously been used for Audio Driven Fa-cial Animation is to build a joint audio-visual model using Active Appearance Models (AAMs) to represent possible facial variations and Hidden Markov Models (HMMs) to select the correct appear-ance based on the input audio only[Cosker 2006]. However there
Comparison of techniques for audio driven facial …
https://core.ac.uk/display/16517291
Comparison of techniques for audio driven facial animation By B Havell, D Marshall, Y Hicks, P Rosin, S Sanei and A Aubrey Get PDF (67 KB)
AUDIO DRIVEN FACIAL ANIMATION FOR AUDIO …
https://www.microsoft.com/en-us/research/wp-content/uploads/2016/12/icme01.pdf
or more different facial expressions, a method is presented that can generate the remaining visemes with these facial expressions. The Seven basic expressions considered are neutral, surprise, fear, disgust, anger, happiness and sadness. In section 2 we present the audio-driven facial animation system model. In Section 3 the
Audio-Driven Facial Animation by Joint End-to-End Learning ...
https://research.nvidia.com/sites/default/files/publications/karras2017siggraph-paper_0.pdf
Audio-Driven Facial Animation by Joint End-to-End Learning of Pose and Emotion • 94:3 [Malcangi 2010], or mapping input audio features to control param-eters of a Gaussian mixture model [Hofer and Richmond 2010]. Given that our goal is to produce 3D animation based on audio, we are not inherently interested in the intermediate representa-tions.
Audio-driven facial animation by joint end-to-end learning ...
https://dl.acm.org/doi/10.1145/3072959.3073658
We present a machine learning technique for driving 3D facial animation by audio input in real time and with low latency. Our deep neural network learns a mapping from input waveforms to the 3D vertex coordinates of a face model, and simultaneously discovers a compact, latent code that disambiguates the variations in facial expression that cannot be …
VisemeNet: Audio-Driven Animator-Centric Speech …
http://www.dgp.toronto.edu/~karan/papers/visemenetSIG18.pdf
VisemeNet: Audio-Driven Animator-Centric Speech Animation ... component of facial animation that has been the subject of research for almost half-a-century [Bailly et al. 2012]. Typically, keyframing or performance capture are used for high- ... learning based techniques. We focus on techniques based on deep-learning, that are of greatest ...
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