音频算法工程师-抖音
Core
Building audio understanding and generation models for TikTok's short videos and live streaming, including ASR, TTS, dialogue models, speaker verification, and music understanding.
Role type
Senior IC machine-learning engineer (audio)
Builds
Audio foundation models and multimodal modeling solutions for TikTok products and recommendation systems
Domain
Social media, short video, live streaming, audio AI
Deliverable
production ML models
Required skills
machine learning fundamentals, audio technology expertise, large language model knowledge, mathematical foundation, coding proficiency, machine learning frameworks, engineering frameworks
Preferred skills
multimodal large model experience, short video/image algorithm experience, publications in ICASSP/Interspeech/NIPS/ICML/ICLR, top-tier competition awards
Technologies
ASR, TTS, dialogue models, speaker verification, music understanding, audio classification, pre-training, fine-tuning