--- res: bibo_abstract: - "Performing an adequate evaluation of sound event detection (SED) systems is far from trivial and is still subject to ongoing research. The recently proposed polyphonic sound detection (PSD)-receiver operating characteristic (ROC) and PSD score (PSDS) make an important step into the direction of an evaluation of SED systems which is independent from a certain decision threshold. This allows to obtain a more complete picture of the overall system behavior which is less biased by threshold tuning. Yet, the PSD-ROC is currently only approximated using a finite set of thresholds. The choice of\r\nthe thresholds used in approximation, however, can have a severe impact on the resulting PSDS. In this paper we propose a method which allows for computing system performance on an evaluation set for all possible thresholds jointly, enabling accurate computation not only of the PSD-ROC and PSDS but also of other collar-based\r\nand intersection-based performance curves. It further allows to select the threshold which best fulfills the requirements of a given application. Source code is publicly available in our SED evaluation package sed_scores_eval.@eng" bibo_authorlist: - foaf_Person: foaf_givenName: Janek foaf_name: Ebbers, Janek foaf_surname: Ebbers foaf_workInfoHomepage: http://www.librecat.org/personId=34851 - foaf_Person: foaf_givenName: Reinhold foaf_name: Haeb-Umbach, Reinhold foaf_surname: Haeb-Umbach foaf_workInfoHomepage: http://www.librecat.org/personId=242 - foaf_Person: foaf_givenName: Romain foaf_name: Serizel, Romain foaf_surname: Serizel dct_date: 2022^xs_gYear dct_language: eng dct_title: Threshold Independent Evaluation of Sound Event Detection Scores@ ...