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All datasets are only for validation and testing. Training is only available for task2-dcase2016
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TUT SE16 http://www.cs.tut.fi/sgn/arg/dcase2016/task-acoustic-scene-classification TUT Sounds Event 2016 DCASE16 - Task1 TUT Acoustic scenes 2016 - Dev - 8.3GB
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SASED 2016 http://www.cs.tut.fi/sgn/arg/dcase2016/task-sound-event-detection-in-synthetic-audio Synthetic Audio - Sound Event Recognition DCASE16 - Task2
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RLSED 2016 http://www.cs.tut.fi/sgn/arg/dcase2016/task-sound-event-detection-in-real-life-audio#challenge-setup Real life - Sound Event Recognition DCASE16 - Task3
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Chime-home http://www.cs.tut.fi/sgn/arg/dcase2016/task-audio-tagging#audio-dataset DCASE16 - Domestic Event Tagging Dataset DCASE16 - Task4
Datasets used in the paper
- TUT-SED Synthetic 2016 http://www.cs.tut.fi/sgn/arg/taslp2017-crnn-sed/#tut-sed-synthetic-2016 Synthetic - Sound Event Recognition Dataset used for training in this R-CNN paper Needs signed form to be sent by email to get the dataset
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TUT-SED Synthetic 2016 http://www.cs.tut.fi/sgn/arg/taslp2017-crnn-sed/#tut-sed-synthetic-2016 Synthetic - Sound Event Recognition
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TUT-SED 2009 http://www.cs.tut.fi/sgn/arg/taslp2017-crnn-sed/#tut-sed-2009 This is proprietary dataset and not public
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TUT-SED 2016 http://www.cs.tut.fi/sgn/arg/taslp2017-crnn-sed/#tut-sed-2016 DCASE16 - Task3 Development Set
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Chime-home http://www.cs.tut.fi/sgn/arg/taslp2017-crnn-sed/#chime-home DCASE16 - Domestic Event Tagging Dataset
Datasets releated for the DCASE17 Workshop
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TUT Acoustic scenes 2017 http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/download#task-1---acoustic-scene-classification Acoustic scene classification DCASE17 - Task 1 - 10.7gb, 3.7gb
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TUT Rare sound events 2017 http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/download#task-2---detection-of-rare-sound-events Detection of rare sound events DCASE17 - Task 2 - 8.6gb, 4.3gb
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TUT Sound events 2017 http://www.cs.tut.fi/sgn/arg/dcase2017/challenge/download#task-3---sound-event-detection-in-real-life-audio Sound event detection in real life audio DCASE17 - Task 3 - 1.3gb, 0.4gb