Challenge Clinic

During the strategic workshop arranged by WARA M&L in Åre in November 2021, data management was identified as the most important challenge for progress in Media ML. Some of the challenges mentioned were the difficulty of getting access to real-world datasets, to set meaningful success-criteria for ML tasks on such datasets, to publish speech data under GDPR, and to complement real data with synthetic data to support learning. Data collection from multiple sources in real world scenarios is an important activity for WARA-PS during the Gränsö events. It is also of general interest for WARA.  For this reason, this clinic is dedicated  to the continued discussion of how WASP, the WARAs and its partner organisations AI Sweden and RISE can support effective and responsible data management.