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DCASE 2025 Audio Question and Answering
The proposed audio question answering (AQA) dataset
with three categories: Bioacoustics QA (BQA), Temporal Soundscapes QA (TSQA), and Complex QA (CQA)
- DCASE 2025 Task Description
- Audio QA Model Baseline
- Watkins Marine Mammal Sound Database
- "Watkins Marine Mammal Sound Database, Woods Hole Oceanographic Institution and the New Bedford Whaling Museum."
Preparing the Task 5 Training and Dev Data
git clone https://huggingface.co/datasets/PeacefulData/2025_DCASE_AudioQA_Official # clone the questions
cd 2025_DCASE_AudioQA_Official
bash download_dcase_25_task5_challenge_audio.sh # download the audio data part 1 will access via Watkins Marine Mammal Sound Database's official link
Eval Set
cd 2025_DCASE_AudioQA_Official
git pull # in the root 2025_DCASE_AudioQA_Official
bash eval_download_aqa_2025.sh # download the audio data part 1 will access via Watkins Marine Mammal Sound Database's official link
DCASE 2025 Submission Guideline and Report
References
- Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge
- Our technical report for DCASE 2025 challenge, feel free to refer this bib for reference.
@article{aqa2025multi,
title={Multi-Domain Audio Question Answering Toward Acoustic Content Reasoning in The DCASE 2025 Challenge},
author={Yang, Chao-Han Huck and Ghosh, Sreyan and Wang, Qing and Kim, Jaeyeon and Hong, Hengyi and Kumar, Sonal and Zhong, Guirui and Kong, Zhifeng and Sakshi, S and Lokegaonkar, Vaibhavi and Nieto, Oriol and Duraiswami, Ramani and Manocha, Dinesh and Kim, Gunhee and Du, Jun and Valle, Rafael and Catanzaro, Bryan},
journal={arXiv preprint arXiv:2505.07365},
year={2025},
url={https://arxiv.org/abs/2505.07365}
}
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