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AI Audio Codec Algorithm and Standardization Engineer

AT TikTok
TikTok

AI Audio Codec Algorithm and Standardization Engineer

Sydney, Australia

Responsibilities

Team Introduction
Welcome to Video Arch Intelligent Immersive Audio Team! We are dedicated to pushing the boundaries of immersive audio technology and standardization. In addition to supporting TikTok requirements including short video, live-streaming, content creation tools and also VR/AR experiences, we also stay up-to-date with the latest research in the industry and participate in audio Standards Developing Organizations(SDO) such as MPEG, 3GPP, and IETF, etc. As part of our commitment to innovation, we proactively conduct R&D using Machine Learning and NN models(especially generative models) for immersive audio technology. If you're looking to work with a team that values creativity, innovation, and collaboration, we'd love to hear from you. Please join us to reshape the audio world together.

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Responsibilities
- Develop a high compression rate full-band AI audio codec algorithm system based on generative frameworks. Research and apply model architectures such as VQ-VAE, GAN, and Diffusion to audio feature representations and high-quality AI audio codec systems.
- Follow and research the next-generation audio codec system for machines. Build underlying technologies for machine-oriented intelligent audio representation and interaction.
- Participate in the development of domestic and foreign audio standards and supporting systems, including domestic UWA, AVS standard organizations, and international 3GPP SA4, MPEG-IWG6, IETF, MPAI, etc.

Qualifications

Minimum Qualifications
- PhD in related majors such as computer science, electronic information, communication engineering, information and systems, artificial intelligence, with a good academic research background.
- Have the ability to model digital signals and artificial intelligence/deep learning algorithms and validate the systems. Those who have had complete experience in participating in international standard formulation are preferred.

Preferred Qualifications
- Good technical vision, communication, and persuasive abilities. Able to effectively communicate technical concepts in English.
- Have influential works published in related international conferences or mainstream journals such as machine learning, artificial intelligence, and multimedia processing.

Client-provided location(s): Sydney NSW, Australia
Job ID: TikTok-7343406062966524211
Employment Type: Other

Perks and Benefits

  • Health and Wellness

    • Health Insurance
    • Dental Insurance
    • Vision Insurance
    • HSA
    • Life Insurance
    • Fitness Subsidies
    • Short-Term Disability
    • Long-Term Disability
    • On-Site Gym
    • Mental Health Benefits
    • Virtual Fitness Classes
  • Parental Benefits

    • Fertility Benefits
    • Adoption Assistance Program
    • Family Support Resources
  • Work Flexibility

    • Flexible Work Hours
    • Hybrid Work Opportunities
  • Office Life and Perks

    • Casual Dress
    • Snacks
    • Pet-friendly Office
    • Happy Hours
    • Some Meals Provided
    • Company Outings
    • On-Site Cafeteria
    • Holiday Events
  • Vacation and Time Off

    • Paid Vacation
    • Paid Holidays
    • Personal/Sick Days
    • Leave of Absence
  • Financial and Retirement

    • 401(K) With Company Matching
    • Performance Bonus
    • Company Equity
  • Professional Development

    • Promote From Within
    • Access to Online Courses
    • Leadership Training Program
    • Associate or Rotational Training Program
    • Mentor Program
  • Diversity and Inclusion

    • Diversity, Equity, and Inclusion Program
    • Employee Resource Groups (ERG)

Company Videos

Hear directly from employees about what it is like to work at TikTok.