Research

Data descriptor for the DCML collection of annotated musical scores.

Research work examining music retrieval, music/audio understanding.

Research work examining evaluation benchmark, music transcription.

EPFL project developing data-driven and theoretical accounts of musical form.

IRCAM creative AI and data science research programme developing deep generative audio methods and tools.

Arts Council Malta awarded Culture Venture EUR 15,000 to study AI's effects on artists, including musicians, working conditions, ethics, and adoption barriers.

APRA AMCOS survey report on generative AI adoption, cultural concerns and projected creator-revenue risk.

Technical University of Moldova thesis on an AI system for generating harmonically coherent chord progressions.

Research report on copyright questions raised by AI music outputs.

AI 프로듀서: 맞춤형 음악 창·제작 기술 개발

Joint Pozalabs, Supertone, and SNU project covering composition, analysis, and AI singing voice.

IIL project developing artist-controlled voice-synthesis systems from personal voice datasets.

Turku UAS project testing AI applications with music professionals and producing practical guidance.

Inria Startup Studio project and public-facing brand developing the EVY neural MIDI arpeggiator; a separate legal entity was not verified.

Research work examining audio generation, evaluation benchmark.

Meta research library for deep-learning audio processing and generation, including MusicGen, AudioGen, EnCodec, and MAGNeT.

Research work examining audio generation, evaluation benchmark.