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Deep Learning Audio Intern (Summer 2021)

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Date: Feb 18, 2021

Location: San Francisco, US

Company: Dolby Laboratories, Inc.


The world is changing as we know it. It’s more important than ever that communications and entertainment services are available to users to connect wherever they may be. Here at Dolby, our mission is to enable experiences that transcend expectations and reach the spectacular. We need your creative solutions and diverse thought. 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. 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! 

 

SUMMARY
Dolby Applied AI team is currently looking for a talented, self-motivated intern to push the state of the art in generative modeling and audio synthesis. As a candidate, we want you to have a clear understanding of deep learning architectures and techniques, so convolutional or recurrent networks are trivial concepts for you already, and you usually play around with more complex ideas and developments around generative models, e.g. Normalizing Flows, VAEs, GANs, and others. Additional experience with audio synthesis and neural vocoders will be highly valuable.

 

RESPONSIBILITIES
Participate in the development of new technologies in the area of speech and music, including:

  • Invent and design new algorithms, run experiments and demonstrate prototypes
  • Perform evaluations and compare with the state-of-the-art (possibly reimplementing some of those)
  • Communicate research progress and document results


QUALIFICATIONS

  • Knowledge in deep learning and audio signal processing
  • PyTorch or Tensorflow
  • Good Python programming skills
  • Knowledge of generative models e.g. WaveNet, Flows, GAN, VAE a strong plus
  • Publication in a major machine learning or audio conference e.g. NeurIPS, ICLR, ICML, ICASSP, INTERSPEECH is also a strong plus

 

ELIGIBILITY

  • Working towards a Master’s or Ph.D. degree in Computer Science, Artificial Intelligence, Machine Learning or a related field; recent grads who are within 1 year of graduation are also eligible to apply
  • Must be available to work full-time Monday – Friday for 3 months between May/June 2021 – Aug/Sept 2021. Start dates for the internship are as follows: (*note* these dates are not flexible)
    • Monday, May 24, 2021
    • Monday, June 14, 2021
    • Monday, June 21, 2021
  • COVID UPDATE: This internship will be remote until further notice. Should conditions change, and we can safely allow employees to return to our campuses, there is a possibility of returning to onsite work

 

 

Dolby will consider qualified applicants with criminal histories in a manner consistent with the requirements of San Francisco Police Code, Article 49, and Administrative Code, Article 12

 

Equal Employment Opportunity:
Dolby is proud to be an equal opportunity employer. Our success depends on the combined skills and talents of all our employees. We are committed to making employment decisions without regard to race, religious creed, color, age, sex, sexual orientation, gender identity, national origin, religion, marital status, family status, medical condition, disability, military service, pregnancy, childbirth and related medical conditions or any other classification protected by federal, state, and local laws and ordinances.


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Nearest Major Market: San Francisco
Nearest Secondary Market: Oakland