Senior Generative AI Researcher
About Dolby Laboratories, Inc.
Dolby Laboratories, Inc. is a global leader in entertainment innovation, revolutionizing how people create, deliver, and enjoy entertainment. As a member of the Dolby team, you'll contribute to cutting-edge advancements in audio and multimedia technology. The Advanced Technology Group (ATG) is the research heart of Dolby, focused on driving future growth through insights and innovation in AI/ML, algorithms, digital signal processing, and more.
About the Position
Introduction
Join Dolby Laboratories, a leader in entertainment innovation, and contribute to designing the future of audio and multimedia experiences. The Advanced Technology Group (ATG), Dolby's research division, is seeking a talented Senior Multimodal AI Researcher specializing in Audio to drive innovation in multimodal AI, representations, and generative modeling for audio, speech, and music.
Responsibilities
- Partner closely with other domain experts to refine and execute Dolby’s technical strategy in artificial intelligence and machine learning.
- Use deep learning to create new solutions (including foundation models) and enhance existing applications.
- Push the state-of-the-art and develop intellectual property.
- Transfer technology to product groups.
- Establish research collaborations with external university partners.
- Mentor interns on novel research problems.
- Publish papers in top-tier conferences and journals.
- Advise internal leaders on recent deep learning advancements in the industry and academia to further influence research direction and business decisions.
Requirements
- Ph.D. in Computer Science or a similar field.
- A strong background in deep learning, both in terms of conceptual understanding and practical experience.
- Technical knowledge of audio fundamentals.
- Deep passion for audio, music, and multimedia applications.
- Deep knowledge of current machine learning literature.
- Highly skilled in Python and one or more popular deep learning frameworks (TensorFlow or PyTorch).
- Ability to envision new technologies and turn them into innovative products.
- Good communication and collaboration skills.
Nice to Have
- Strong publication record, with publications in major machine learning conferences (e.g., NeurIPS, ICLR, ICML) or top domain-specific conferences (e.g., ACL, CVPR, ICASSP, Interspeech).
- Experience with generative modeling for audio applications (diffusion models, autoregressive models, masked generative transformers).
- Experience with multimodal semantic understanding and multimodal reasoning.
- Experience with multimodal representations (audio-video, audio-text, audio-video-text).
- Experience with multimodal AI architectures, with a focus on generating audio, music, and speech (text-to-audio, video-to-audio, image-to-audio).
- Experience with self and semi-supervised learning.
- Experience with AI-driven audio enhancement, processing, and generation (for speech and music), such as speech enhancement and analysis, source separation, text-to-speech, text-to-music, music information retrieval, audio classification.
- Experience with LLMs for audio applications.
- Experience with language models, question answering, vision-language models, and captioning.
Benefits
- Collegial culture.
- Challenging projects.
- Excellent compensation and benefits.
- Flex Work approach that is flexible to support where, when, and how you do your best work.
About Company
Dolby Laboratories, Inc. is a global leader in entertainment innovation, revolutionizing how people create, deliver, and enjoy entertainment. As a member of the Dolby team, you'll contribute to cutting-edge advancements in audio and multimedia technology. The Advanced Technology Group (ATG) is the research heart of Dolby, focused on driving future growth through insights and innovation in AI/ML, algorithms, digital signal processing, and more.
How to Apply
To learn more about Dolby's innovative research, visit: https://www.dolby.com/about/innovation/empowering/
Dolby is an equal opportunity employer committed to diversity and inclusion.
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Location
Atlanta Area
Type
full-time
Keywords
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Senior Generative AI Researcher
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