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Research Engineer – Audio Driven Facial Animation
Company | Flawless |
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Location | Santa Monica, CA, USA |
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Salary | $175000 – $210000 |
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Type | Full-Time |
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Degrees | PhD |
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Experience Level | Senior, Expert or higher |
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Requirements
- Ph.D. or Postdoctoral researcher in 3D Computer Vision, Speech Synthesis, Computer Graphics, or related field
- Demonstrable research experience with a strong publication record in major 3D Computer Vision, Speech Processing, and Computer Graphics venues and journals like CVPR, SIGGRAPH, or NeurIPS
- 6+ years of experience in Python with proficiency in deep learning frameworks such as PyTorch or Tensorflow
- High degree of proficiency in math and statistical methods for signal processing
- Experience with audio-visual learning, multimodal fusion, and/or 3D audio-driven face animation
- Outstanding communication skills to collaborate in a team with Scientist, Research/ML Engineers and VFX artists
- Experience with speech modeling and speed synthesis with deep neural networks
- Generative and cross-domain attention models for 3D visual speech synthesis applications
Responsibilities
- Work with a close-knit, passionate group of world-class individuals tackling some of the most challenging problems in deep learning, including audio-driven 3D facial animation, GAN models for visual speech synthesis, speech-based modeling, and multi-modal fusion for audio-visual learning.
Preferred Qualifications
No preferred qualifications provided.