Audio Algorithm Researcher - Immersive Intelligent
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About the Role
Welcome to the Audio Innovation team under TikTok's most pioneering research team - Multimedia Lab! We are dedicated to pushing the boundaries of immersive audio technology and standardization. In addition to supporting TikTok requirements such as short video, live-streaming, and VR/AR experiences, we stay updated with the latest research in the industry and participate in audio Standards Developing Organizations like MPEG and IETF. We conduct R&D using Machine Learning and neural network models, particularly generative models, to innovate immersive audio technology.
Responsibilities
- Research and implement the department's self-developed next-generation immersive intelligent audio understanding and processing algorithm system.
- Implement and optimize immersive intelligent audio codecs and processing systems for applications in Short Video On Demand, LIVE, VR/MR, and related scenarios.
- Participate in domestic and international audio standards, write high-quality technical proposals, and promote the advancement of immersive intelligent audio standards.
About the Candidate
Minimum Qualifications:
- A Master's degree or above in electronic information, computer science, multimedia, machine learning, or artificial intelligence.
- Research experience in fields such as 3D Spatial Audio rendering, GAN/Diffusion audio processing, voiceprint/wake-up, sound event detection, and natural language processing.
- Familiarity with data structures and algorithms, deep network model design, and proficient programming skills in Python/C++. Experience with open-source tools such as Kaldi, TensorFlow, and PyTorch is preferred.
Preferred Qualifications:
- A PhD in related majors such as electronic information, computer science, multimedia, machine learning, or artificial intelligence.
- Hands-on experience in Digital Signal Processing and AI/Deep learning system development.
- Candidates with published papers in relevant international conferences or journals (ICASSP, Interspeech, ASRU, ICML, NeurIPS, AAAI) will be given priority.
About the Company
TikTok is committed to fostering an environment that values creativity, innovation, and collaboration. Join us to reshape the audio world together!
Company Culture and Benefits
We value teamwork and are eager to hear from creative and passionate individuals who want to make a difference in the field of immersive audio technology.