Fast threshold optimization for multi-label audio tagging using Surrogate gradient learning

Thomas Pellegrini, Timothée Masquelier

Multi-label audio tagging consists of assigning sets of tags to audio recordings. At inference time, thresholds are applied on the confidence scores outputted by a probabilistic cl…