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PhD Research Intern - AI Music/Audio Generation

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Dolby

PhD Research Intern - AI Music/Audio Generation

Beijing, ChinaData SciencePosted 20 days ago

Apply on company site View full job

Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you'll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. We're big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. 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.

Dolby Overview:

Join the leader in entertainment innovation and help us design the future. At Dolby, science meets art, and high tech means more than computer code. As a member of the Dolby team, you'll see and hear the results of your work everywhere, from movie theaters to smartphones. We continue to revolutionize how people create, deliver, and enjoy entertainment worldwide. To do that, we need the absolute best talent. We're big enough to give you all the resources you need, and small enough so you can make a real difference and earn recognition for your work. We offer a collegial culture, challenging projects, and excellent compensation and benefits.

Advanced Technology Group (ATG) is the research and technology arm of Dolby Labs. It has multiple competencies that innovate technologies in audio, video, AR/VR, gaming, music, and movies. Many areas of expertise related to computer science and electrical engineering, such as AI/ML, computer vision, image processing, algorithms, digital signal processing, audio engineering, data science & analytics, distributed systems, cloud, edge & mobile computing, natural language processing, knowledge engineering and management, social network analysis, computer graphics, image & signal compression, computer networking, IoT are highly relevant to our research.

Current Dolby ATG Beijing team is looking for a talented, self-motivated Research Intern who dedicates to research deep learning algorithms for speech and audio processing, you will be involved into investigating various models and transfer the learned knowledge to the in-house deep learning models.

This position will be in the Dolby Beijing office.

Essential Job Functions

• Work with researchers to design and implement novel deep learning algorithms for music/audio generation projects, such as text2music, text2audio etc.

• Work with researchers on the full cycle of research with the goal of pushing state-of-the-art.

• Extensive literature reading, creative thinking, hands-on development, experiment design, result analysis and patent/academic paper writing.

Education, Skills, Abilities, and Experience Required

Desired Qualifications:

• Candidates working towards a PhD degree in the field of deep learning for music and audio generation.

• Strong hands-on experience in one or more research areas in deep learning for music/audio generation, such as text2music, text2audio etc.

• Experience with SOTA models, such as audio or multi-modal lanaguage model, Transformer, Diffusion Models, etc.

• Strong coding capability with deep learning tools, such as Pytorch.

• Demonstrable experience programming in Python.

• Excellent analytical skills and ability to communicate complex information rapidly and efficiently.

• Good written communication skills, in both Chinese and English.

Nice to have:

• Publications in top conferences/journals (such as ICASSP, INTERSPEECH, NeurIPS, ICLR, ICML, etc.) is a big plus.

#LI-JZ1

About Dolby

Size: 1,001 - 5,000 employees
Industry: Technology

View company profile

Perks and Benefits

Health and Wellness
- On-Site Gym
- Fitness Subsidies
- Life Insurance
- Vision Insurance
- Dental Insurance
- Virtual Fitness Classes
- Mental Health Benefits
- HSA with Employer Contribution
- Long-Term Disability
- Short-Term Disability
- Health Insurance
- FSA
- HSA
Parental Benefits
- Adoption Assistance Program
- Family Support Resources
- Fertility Benefits
- Birth Parent or Maternity Leave
- Non-Birth Parent or Paternity Leave
- Adoption Leave
Work Flexibility
- Flexible Work Hours
- Remote Work Opportunities
- Hybrid Work Opportunities
- Four-Day Work Week
- Work-From-Home Stipend
Vacation and Time Off
- Leave of Absence
- Personal/Sick Days
- Paid Holidays
- Paid Vacation
- Volunteer Time Off
- Summer Fridays
Financial and Retirement
- Profit Sharing
- Relocation Assistance
- Performance Bonus
- Stock Purchase Program
- Company Equity
- 401(k) With Company Matching
- 401(K)
Office Life and Perks
- Commuter Benefits Program
- Snacks
- Casual Dress
- On-Site Cafeteria
- Holiday Events
- Company Outings
- Happy Hours
Professional Development
- Leadership Training Program
- Work Visa Sponsorship
- Lunch and Learns
- Access to Online Courses
- Mentor Program
- Promote from Within
- Tuition Reimbursement
- Associate or Rotational Training Program
- Learning and Development Stipend
- Internship Program
Diversity And Inclusion
- Diversity, Equity, and Inclusion Program
- Employee Resource Groups (ERG)