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fixie-ai/ultraVAD

Image Feature Extraction·fixie-ai· 378.9K· 38
transformers Image Feature Extraction region:us

UltraVAD is a context-aware, audio-native endpointing model. It estimates the probability that a speaker has finished their turn in real time by fusing recent dialog text with the user’s audio. UltraVAD consumes the dialogue history and the last user audio turn, then produces a probability for the end-of-turn token .

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# pull & run locally
pip install mlforge-sdk && mlforge pull fixie-ai/ultraVAD

Model details

Task
Image Feature Extraction
Provider
fixie-ai
Framework
transformers
Size
1.3 GB
Downloads
378.9K
Likes
38
Updated
2026-01-01

About fixie-ai/ultraVAD

UltraVAD is a context-aware, audio-native endpointing model. It estimates the probability that a speaker has finished their turn in real time by fusing recent dialog text with the user’s audio. UltraVAD consumes the dialogue history and the last user audio turn, then produces a probability for the end-of-turn token .

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