Loie/Auto-ACD
Auto-ACD Auto-ACD is a large-scale, high-quality, audio-language dataset, building on the prior of robust audio-visual correspondence in existing video datasets, VGGSound and AudioSet. Homepage: https://auto-acd.github.io/ Paper: https://huggingface.co/papers/2309.11500 Github: https://github.com/LoieSun/Auto-ACD Analysis Auto-ACD, comprising over 1.9M audio-text pairs. As shown in figure, The text descriptions in Auto-ACD contain long texts (18 words) and… See the full description on the dataset page: https://huggingface.co/datasets/Loie/Auto-ACD.
Auto-ACD
Auto-ACD is a large-scale, high-quality, audio-language dataset, building on the prior of robust audio-visual correspondence in existing video datasets, VGGSound and AudioSet.
- Homepage: https://auto-acd.github.io/
- Paper: https://huggingface.co/papers/2309.11500
- Github: https://github.com/LoieSun/Auto-ACD
Analysis
Auto-ACD</strong>, comprising over <strong>1.9M </strong> audio-text pairs. As shown in figure, The text descriptions in Auto-ACD contain <strong>long texts (18 words)</strong> and <strong>diverse vocabularies (23K)</strong>, and provide information about the <strong>surrounding auditory environment</strong>(data point with <strong>shadow</strong>) in which sounds take place.
Download
We provide a csv file. For each data pairs, we provide YouTube URLs and generated caption. Each line in the csv file has columns defined by here.
# YouTube ID, caption