Principal Research Scientist - Audio/Video Synthesis
Los Angeles, California, United States
Applications have closed
Flawless
Flawless is pioneering the generative AI revolution in filmmaking with cinematic quality, AI-driven tools for filmmakers, entertainment companies and distributorsFlawless AI is an energetic, growing startup operating at the intersection of AI and film making.
Our technology uses generative AI to make it look like your favorite actor or actress is speaking another language, without subtitles or voice-overs, making it indistinguishable from the original performance.
It doesn’t matter where you live or what languages you speak, audiences can now experience authentic storytelling exactly as the filmmaker originally intended through the magic of automated visual translation.
We believe the most important breakthroughs in AI are unlocked only when we apply it to real-world use cases that reach millions of people and are generally available. This is our north star and guiding principle.
As a principal researcher on the science team at Flawless, you will work with and lead 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, multi-modal fusion for audio-visual learning, and a lot more.
Our work in automated visual translation is just the beginning, we’re developing countless exciting products based on the application of our proprietary, cornerstone research.
This is an unbelievable opportunity to join a team operating at the cutting edge of the generative revolution, don't hesitate, reach out today.
Requirements
Minimum Qualifications:
- 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 to audio-visual learning, multimodal fusion, and/or 3D audio-driven face animation
- Experience with domain adaptation techniques, e.g. for audio-to-video translation
- Outstanding communication skills to collaborate in a team with Scientist, Research/ML Engineers and VFX artists.
Preferred Qualifications:
- 2+ years of experience hiring, onboarding, and training team members ranging from new graduates to senior members of staff
- 2+ years of experience leading research scientists ranging from new graduates to senior members of staff
- Experience with speech modeling and speed synthesis with deep neural networks
- Generative and cross-domain attention models for 3D visual speech synthesis applications
Benefits
Working for Flawless:
- Autonomy - You'll own your work from start to finish
- Influence - You'll impact major research decisions
- Publication - You’ll be encouraged to publish your work
- Learning - You’ll push the state-of-the-art with the best in the world
- Impact - Your input genuinely matters
- Competitive salary
- Stock Options
- Comprehensive medical, dental, and vision insurance
- 401(k) plan
Flawless is proud to emphasize an equal opportunity, safe environment for people to do their best work. We are committed to providing equal employment opportunities regardless of race, color, ancestry, religion, sex, national origin, sexual orientation, age, citizenship, marital status, disability, gender identity, or Veteran status. We also consider qualified applicants regardless of criminal histories, consistent with legal requirements.
* Salary range is an estimate based on our AI, ML, Data Science Salary Index 💰
Tags: Computer Vision Deep Learning Generative AI Machine Learning Mathematics NeurIPS Python PyTorch Research Speech synthesis Statistics TensorFlow
Perks/benefits: Career development Competitive pay Equity Health care Insurance Startup environment
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