Audio-FLAN: 100M+ Audio Examples For Zero-Shot Learning
Audio-FLAN unifies 80 audio tasks into 1 dataset with 100M+ examples, enabling zero-shot learning for understanding & generating audio across speech, music & sound.
This is a Plain English Papers summary of a research paper called Audio-FLAN: 100M+ Examples Power Zero-Shot Learning Across Speech, Music, and Sound Tasks. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview • Audio-FLAN unifies 80 different audio tasks into one comprehensive dataset • Contains over 100 million examples across speech, music, and sound • Enables zero-shot learning for both understanding and generating audio • Available on HuggingFace and GitHub with ongoing updates • Bridges the gap between audio understanding and gener...