Sound Audio Deep Learning Research Scientist

1 month ago

Chaoyang Shi, China Dolby Laboratories Full time

About Dolby Laboratories


Dolby Laboratories is a leader in entertainment innovation, where 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.


Our 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.


We're looking for a talented Research Intern who dedicates to research deep learning algorithms for speech and audio processing. You will be involved in investigating various models and transferring the learned knowledge to our in-house deep learning models.


Key Responsibilities

  • Work with researchers to design and implement novel deep learning algorithms for speech/audio processing projects, such as speech/audio enhancement, separation, generation, 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.

Requirements


To succeed in this role, you should have:



  • Candidates working towards a PhD degree in the field of deep learning for speech/audio processing.
  • Strong hands-on experience in one or more research areas in deep learning for speech/audio processing, such as enhancement, separation, generation etc.
  • Experience with deep learning models, such as 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.

What We Offer

We offer an excellent compensation package, including a salary range of $60,000 - $80,000 per year, depending on experience. Additionally, we provide benefits, opportunities for growth and development, and a dynamic work environment.


This position will be located in the Dolby Beijing office, reporting to a Staff Researcher. You are required to come to the office at least 4 out of 5 working days per week.

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