NAAQA: A Neural Architecture for Acoustic Question Answering
Paper
• 2106.06147 • Published
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CLEAR2 dataset
This dataset was presented in the article "NAAQA: A Neural Architecture for Acoustic Question answering" submitted to IEEE Transactions on Pattern Analysis and Machine Intelligence in 2021. https://arxiv.org/abs/2106.06147
The code to generate this dataset is available at : https://github.com/J3rome/CLEAR-AQA-Dataset-Generator
Structure
- scenes/ : 1 json file per set (Train/val/test)
- Specify the order and the timings of each sounds in a scene
- questions/ : 1 json files per set (Train/val/test).
- Specify the questions and answers for each scenes.
- The functional program of the question is also provided
- audio/ : Acoustic scenes recordings (FLAC)
- train/
- val/
- test/
- attributes.json : List all possible answers (Split by question categories)
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