New dataset available!
We have produced a new dataset, with strong labels for both scene classification and sound event detection. It is available for download from here. All source recordings are real-world recordings, the background (scene) sources come from prior DCASE challenges, and the foreground (event) sources are from both prior DCASE challenges and freesound.org. The mixtures are synthesised with SCAPER for on/offset labels also for the event classes. We hope you find it useful!