Dolby Laboratories
Intern, Optimal Frontends for Audio Deep Learning (Spring 2024)
This job is now closed
Job Description
- Req#: 40058
- Get familiar with wavelet construction via the liftng scheme.
- Study wavelet task-specificity with simple deep learning models.
- Explore encoder/decoder deep learning frontends where wavelet parameters are optimized jointly with the task.
- Explore encoder/decoder scenarios where wavelet parameters are generated, e.g. through hypernetworks.
- Reproducing and extending existing research by building/adapting and training suitable neural networks.
- Perform subjective/objective evaluations and compare with the state-of-the-art.
- Communicate research progress and document code and results.
- Write technical reports and/or research papers.
- Bachelor’s degree in Audiovisual or Electrical Engineering, Computer Science, Mathematics, Physics or similar.
- Knowledge of Machine/Deep learning.
- Knowledge of PyTorch/Tensorflow.
- Enrolled in a Master or PhD program on related subjects for the entire duration of the internship (January to March 2024).
- Available to work at the Barcelona office, at least part-time.
- Knowledge of signal processing, linear algebra, calculus, and statistics.
- Python programming skills.
- Good communication skills
- Experience in research.
- Critical listening skills.
Join the leader in entertainment innovation and help us design the future. The Dolby U internship program offers impactful, project-based work experience in a collaborative, creative environment where you work side by side with industry leaders. Amplify your insatiable curiosity by implementing real-world solutions that revolutionize how people communicate and how entertainment is created, delivered, and enjoyed worldwide. We offer a collegial culture, challenging projects, and excellent compensation and benefits, not to mention a Flex Work approach that is truly flexible to support where, when, and how you do your best work. For any student seeking to gain invaluable expertise through meaningful, personal contributions, we invite you to join us in continuing to design a future where technology meets entertainment!
We will review applications on a rolling basis. We recommend submitting your application by November 23rd, 2023
Summary:
Barcelona Dolby's office in Barcelona has strong audio Research and Development teams, specialized in spatial audio, AI and signal processing for professional and consumer applications. As an intern, you will join the Research team to research and develop innovative solutions for low resource DNNs based on learnable wavelet frontends.
Responsibilities:
Requirements:
Eligibility:
Desired skills:
Dolby Hiring Entity:
Avenida Diagonal,
177,
Planta 10 08018 Barcelona,
Spain
About the company
Dolby Laboratories, Inc. is an American company specializing in audio noise reduction and audio encoding/compression.
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