Internship - Neural Spatial Audio Processing
Ora
Summary
We are seeking graduate students interested in advancing the fields of spatial audio, room acoustics, physics informed machine learning, and scene understanding (e.g., sound source localization, detection, and captioning).
Job description
The interns will work closely with MERL researchers to develop novel algorithms, measure data, and prepare results for publication. Internships regularly lead to one or more publications in top-tier venues, which can later become part of the intern's doctoral work.
The ideal candidates are senior PhD students with experience in some of the following: audio signal processing, microphone array processing, physics informed machine learning, and 3D modeling in computer vision. The expected starting date is early 2027.
Required Specific Experience
- Experience with deep learning frameworks (e.g., PyTorch and JAX)
- Research experience in audio signal processing and/or array signal processing
Requirements
- Senior PhD student
- Experience with deep learning frameworks (e.g., PyTorch and JAX)
- Research experience in audio signal processing and/or array signal processing
- Experience in microphone array processing, physics informed machine learning, or 3D modeling in computer vision is relevant
Benefits
- Relocation Stipend
- Covered Travel To And From MERL
- Monthly Charlie Card For Local Commuting
- Health Insurance
- Professional Development Opportunities
Company overview
Ora is the world's leading full-service ophthalmic drug and device development firm, operating as a specialized contract research organization (CRO) focused exclusively on ophthalmology. Founded in 1974 and headquartered in Andover, Massachusetts, the company has over 45 years of experience in advancing eye care innovations globally. Ora provides comprehensive research and development services spanning preclinical studies, clinical trials, regulatory strategy, and product development for both pharmaceutical and medical device companies. With operations across the United States, United Kingdom, Australia, and Asia, the company has helped clients achieve more than 85 product approvals to date. Ora's expertise covers a wide range of ophthalmic conditions including allergy, dry eye, retina diseases, glaucoma, and anti-infective therapies. The company employs over 500 ophthalmology specialists who utilize proprietary clinical models, integrated data solutions, and global regulatory strategies to accelerate product development from concept to market. Ora serves a diverse client base ranging from startups to global pharmaceutical and device companies, positioning itself as the trusted partner for ophthalmic innovation worldwide.