Research Scientist, GenAI - Multimodal Audio (Speech, Sound and Music)
Menlo Park, CA | Seattle, WA | New York City
The team is working on the industrial leading research on multimodal generative foundation models with a focus on the audio modality (including speech, sound and music). The team is working closely with the language and the vision research teams, and is collaborating with product teams in bringing the results to benefit billions of Meta users around the world.Research Scientist, GenAI - Multimodal Audio (Speech, Sound and Music) Responsibilities
- Full life-cycle research on multimodal generative foundation models with a focus on the audio modality, including bringing up ideas
- Designing and implementing models and algorithms
- Collecting and selecting training data, training / tuning / scaling the models, evaluating the performance, open sourcing and publication
- Work together with collaborating teams (e.g. language and vision) to leverage each other and deliver the high-level goals.
- Bachelor's degree in Computer Science, Computer Engineering, relevant technical field, or equivalent practical experience.
- Solid track record of research in the audio (speech, sound, or music) or vision (image or video) domains. Can be publication records or unpublished industrial experience.
- PhD degree in the related field with 3+ years of experience, or BS degree with 5+ years of industrial research experience in the related field.
- Related research fields: audio (speech, sound, or music) generation, text-to-speech (TTS) synthesis, text-to-music generation, text-to-sound generation, speech recognition, speech / audio representation learning, vision perception, image / video generation, video-to-audio generation, audio-visual learning, audio language models, lip sync, lip movement generation / correction, lip reading, etc.
- Proven knowledge in neural networks.
- Experienced in one of the following popular ML frameworks: Pytorch, Tensorflow, JAX.
- Experienced in Python programming language.
- Solid communication skills.
- Solid publication track record in related fields.
- Solid experience in either of the following: audio dataset curation, model scaling, audio generation model evaluation.
- Experienced in large-scale data processing.
- Experienced in solving complex problems involving trade-offs, alternative solutions, cross functional collaboration, taking into account diverse points of views.
Individual pay is determined by skills, qualifications, experience, and location. Compensation details listed in this posting reflect the base salary only, and do not include bonus, equity or sales incentives, if applicable. In addition to base salary, Meta offers benefits. Learn more about benefits at Meta.
Tags: ASR Computer Science Engineering Generative AI Industrial JAX LLMs Machine Learning NLP Open Source PhD Physics Python PyTorch Research TensorFlow VR
Perks/benefits: Career development Equity Health care Salary bonus
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