2 papers
cs.SD2026
VocSim: A Training-free Benchmark for Zero-shot Content Identity in Single-source Audio
Maris Basha, Anja Zai, Sabine Stoll +1
General-purpose audio representations aim to map acoustically variable instances of the same event to nearby points, resolving content identity in a zero-shot setting. Unlike super…
eess.SP2025
Time-series Random Process Complexity Ranking Using a Bound on Conditional Differential Entropy
Jacob Ayers, Richard Hahnloser, Julia Ulrich +5
Conditional differential entropy provides an intuitive measure for relatively ranking time-series complexity by quantifying uncertainty in future observations given past context. H…