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A newer version of the Gradio SDK is available:
5.14.0
Tutorial for WebUI 1.6 Version
We have added one new feature
- We have added an audio-grounding feature that tracks the sound-making object within the video's soundtrack.
audio-grounding
1. Clone the audio-spectrum transformer (AST) model to ./ast_master
and download the pretrained model
git clone https://github.com/YuanGongND/ast.git ast_master
wget -O ./ast_master/pretrained_models/audio_mdl.pth https://www.dropbox.com/s/cv4knew8mvbrnvq/audioset_0.4593.pth?dl=1
2. Switch to Audio-Tab by clicking the audio-grounding
Tab
3. Upload video or use example directly
4. Alter the number of labels and the confidence interval of the resulting labels according to your personal preference
step 1: detect the label of the sound making object
step 2: ground the sound making object