Audio Algorithm Researcher Graduate (Immersive Intelligent) - 2027 Start (PhD)

TikTok
Sydney
Workplace: OnsiteFull timeFunction: Research & Scientific (R&D)Education: mastersSkills: ["Collaboration","Research","Problem-solving"]

Join the Audio Innovation team within TikTok’s Multimedia Lab, advancing immersive audio understanding and processing algorithms. You’ll research and implement next-generation intelligent audio codec and processing systems for applications across short video on demand, live streaming, and VR/MR scenarios. The role also involves participating in domestic and international audio standards work and writing technical proposals, using ML and neural network (generative) approaches.

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FursaFursa
TikTok
TikTok
1 month ago

Audio Algorithm Researcher Graduate (Immersive Intelligent) - 2027 Start (PhD)

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Last checked: 16 hours agoStatus: Live

Job Summary

Join the Audio Innovation team within TikTok’s Multimedia Lab, advancing immersive audio understanding and processing algorithms. You’ll research and implement next-generation intelligent audio codec and processing systems for applications across short video on demand, live streaming, and VR/MR scenarios. The role also involves participating in domestic and international audio standards work and writing technical proposals, using ML and neural network (generative) approaches.
Location: Sydney
Workplace: Onsite
Employment Type: Full time
Job Function: Research & Scientific (R&D)
Seniority: Graduate level

Key Responsibilities

  • •Research and implement next-generation intelligent audio understanding and processing algorithm systems developed by the team.
  • •Implement and optimize intelligent audio codec and processing systems for application iteration across short video on demand, live, and VR/MR scenarios.
  • •Follow up on domestic and international audio standards and participate in standards work.
  • •Write high-quality technical proposals to support intelligent audio standardization efforts.
  • •Contribute to R&D using machine learning and neural network (especially generative) approaches for immersive audio technology.

Key Requirements

  • •Be completing or have recently completed a Masters' degree (Research) in (or above) majors in electronic information, computer, multimedia, Machine Learning, or AI.
  • •Have research experience in areas such as GAN/Diffusion audio processing, voiceprint/wake-up, sound event detection, automatic speech recognition, or natural language processing.
  • •Be familiar with data structures and algorithms and capable of deep network model design and tuning.
  • •Be proficient with open-source tools such as Kaldi, TensorFlow, and PyTorch, including experience training and exploring large-scale datasets.
  • •Have a PhD degree (preferred) in related majors such as electronic information, computer, multimedia, Machine Learning, or AI.
Experience:Immersive audioMachine learningAudio processingSpeech recognitionAudio standards
Education:Master's
Skills:CollaborationResearchProblem-solving
Tech Stack:Machine LearningNeural NetworksGenerative ModelsGANDiffusionKaldiTensorFlowPyTorchVRMR

Company Brief

TikTok
Short-form video platform that lets users create, share, and discover entertainment content through algorithmic recommendations. It also offers advertising and creator tools for brands, influencers, and businesses.
Industry: Digital Media
Company Size: Enterprise (1,001+ employees)
Growth: Scaleup
Headquarters: Singapore, Singapore
Founded: 2016
WebsiteLinkedIn