Research Scientist Intern, Audio, Machine Learning and Computer Vision (PhD)
Role Overview
The team seeks research interns for audio signal processing, machine learning and audiovisual learning problems in AR/VR.
Projects may include multimodal representation learning, audiovisual scene analysis, egocentric audiovisual learning, multisensory speech enhancement and acoustic activity localisation.
The internship lasts 24 weeks, with various start dates throughout the year.
Key Skills for This Role
Full Job Posting
Research team
Meta Reality Labs Research develops technologies for augmented, virtual and mixed reality, including computer vision, audio, graphics, tracking and perception.
The audio team works on realistic virtual sounds and improving human hearing, including applications for communication in challenging listening environments.
Internship
The team seeks research interns for audio signal processing, machine learning and audiovisual learning problems in AR/VR.
Projects may include multimodal representation learning, audiovisual scene analysis, egocentric audiovisual learning, multisensory speech enhancement and acoustic activity localisation.
The internship lasts 24 weeks, with various start dates throughout the year.
Responsibilities
- Research, model, design, develop and test novel audio and speech-processing algorithms using machine learning, signal processing and computer vision.
- Design and implement algorithms for audio research problems; design and execute experiments to evaluate new audio technologies.
- Collaborate across research and engineering disciplines and communicate research plans, progress and results.
Minimum qualifications
- Currently have or be pursuing a PhD in Computer Science, AI, Signal Processing, Machine Learning, Computer Vision, Electrical Engineering, Applied Mathematics, Acoustics Engineering or a related STEM field.
- At least three years of experience with Python, MATLAB or a similar language, and three years with machine-learning platforms such as PyTorch or TensorFlow.
- At least two years building novel computational models in audio, audiovisual or speech applications using machine learning or signal processing; signal or speech processing experience is required.
- Must obtain and maintain work authorisation in the country of employment.
Preferred qualifications
- Software engineering experience through an internship, work, coding competitions or widely used open-source contributions.
- Strong statistical modeling and/or signal processing background; record of results such as papers accepted at leading computer vision or machine-learning conferences.
- Cross-functional teamwork and communication experience; intent to return to a degree programme after the internship or co-op.
Compensation information
- The posting says compensation may be expressed as a base hourly rate, monthly rate or annual salary, with individual compensation determined by skills, qualifications, experience and location; no specific amount or cadence for this role is provided.
- Benefits are offered in addition to base compensation.
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