Internship - Sound event and anomaly detection
Ora
Summary
We are seeking graduate students interested in helping advance the fields of sound event detection/localization, anomaly detection, and physics informed deep learning for machine sounds.
Job description
The interns will collaborate with MERL researchers to derive and implement novel algorithms, record data, conduct experiments, integrate audio signals with other sensors (electrical, vision, vibration, etc.), and prepare results for publication.
Flexible start dates and internship durations (typically 3–6 months) are available.
Requirements
- Graduate student, ideally senior Ph.D. student
- Experience in audio signal processing
- Experience in microphone array processing
- Experience in physics informed machine learning
- Experience in outlier detection
- Experience in unsupervised learning
Benefits
- Relocation Stipend
- Covered Travel To And From MERL
- Monthly Charlie Card
- Health Insurance
- Immigration Support
- Social Gatherings
- 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.