Developing cutting-edge Audio ML models at Meta Reality Labs
Requirements
- Experience in building deep learning models
- Experience with LLM models
- 2+ years experience with Python and PyTorch
- Understanding of audio processing concepts
- Experience with fine tuning LLM models
- Familiarity with evaluation metrics for audio quality
- Experience with productionizing ML models
Responsibilities
- Train or fine-tune audio models in Pytorch
- Process and analyze speech and audio data: including binaural data simulation, data cleaning, feature extraction and visualization
- Collaborate with other researchers to collect data through listening experiments
- Design and conduct experiments to evaluate the performance of these models and interpret results
- Communicate findings through written reports and presentations
Other
- Currently has, or in the process of obtaining a PhD in Computer Science, Electrical Engineering, Auditory Neuroscience, Audio Signal processing or a related field
- Must obtain work authorization in country of employment at the time of hire and maintain ongoing work authorization during employment
- Proven communication and collaboration skills
- Demonstrated skill in learning and applying new concepts, techniques, and tools to solve complex problems
- Intent to return to degree-program after the completion of the internship/co-op
