Immersive Audio AI Research Scientist

CSEA; Sydney; Hybrid; AUD 120,000 - 180,000; Full time

Job summary

TikTok's Multimedia Lab in Australia is seeking a graduate researcher to join the Audio Innovation team. You will contribute to R&D on immersive audio, ML/NN models, and participate in domestic and international audio standards work with MPEG, 3GPP and IETF.

We welcome applicants who have or are completing a Masters in electronic information, computer science, or ML, with experience in GAN/Diffusion audio processing and deep learning tools such as Kaldi, TensorFlow or PyTorch.

Qualifications

• Recent Masters graduate (Research) in electronic information, computer science, machine learning, or AI.
• Research experience in GAN/Diffusion audio processing, voiceprint/wake-up, sound event detection, ASR or NLP.
• Familiar with data structures and algorithms; deep network model design and tuning; experience with Kaldi, TensorFlow, PyTorch preferred.

Responsibilities

• Research and implement next-generation intelligent audio understanding and processing algorithms.
• Implement and optimize intelligent audio codec and processing systems for short video on demand, live streaming, VR/MR and other scenarios.
• Follow and contribute to domestic and international audio standards; draft high-quality proposals.

Skills

GAN / Diffusion audio

Data structures & algorithms

Deep learning model design

Education

Master’s degree (Research) in electronic information / computer science / ML

PhD (preferred) in related field

Tools

Kaldi

TensorFlow

PyTorch

Job description

TikTok's Multimedia Lab in Australia is seeking a graduate researcher to join the Audio Innovation team. You will contribute to R&D on immersive audio, ML/NN models, and participate in domestic and international audio standards work with MPEG, 3GPP and IETF.

We welcome applicants who have or are completing a Masters in electronic information, computer science, or ML, with experience in GAN/Diffusion audio processing and deep learning tools such as Kaldi, TensorFlow or PyTorch.