Music I Care About: Automated Multimodal Benchmarking of LLM Music Perception Skills on (Almost) Any Music

Tomáš Sourada, Katia Vendrame, Jan Hajič

Music represents a cornerstone of human culture, existing digitally across diverse modalities, including audio, symbolic encodings (e.g., MIDI, MusicXML), and sheet music. Despite…