Neural net explains its prediction with images and audio
- morrislee
- May 6, 2021
- 1 min read
Neural net explains its prediction with images and audio
Where and When: Space-Time Attention for Audio-Visual Explanations
arXiv paper abstract https://arxiv.org/abs/2105.01517v1
arXiv PDF paper https://arxiv.org/pdf/2105.01517v1.pdf
... explore learnable explanations for audio-visual recognition. Specifically, we propose a novel space-time attention network that uncovers the synergistic dynamics of audio and visual data over both space and time. Our model is capable of predicting the audio-visual video events, while justifying its decision by localizing where the relevant visual cues appear, and when the predicted sounds occur in videos. We benchmark our model on three audio-visual video event datasets, comparing extensively to multiple recent multi-modal representation learners and intrinsic explanation models. Experimental results demonstrate the clear superior performance of our model over the existing methods on audio-visual video event recognition. ...
Please like and share this post if you enjoyed it using the buttons at the bottom!
Stay up to date. Subscribe to my posts https://morrislee1234.wixsite.com/website/contact
Web site with my other posts by category https://morrislee1234.wixsite.com/website
Comments