Ben Maman — accepted AI-conference papers

2024

Performance Conditioning for Diffusion-Based Multi-Instrument Music Synthesis

Ben Maman, Johannes Zeitler, Meinard Müller, Amit H. Bermano

ICASSP 2024accepted

Generating multi-instrument music from symbolic music representations is an important task in Music Information Retrieval (MIR). A central but still largely unsolved problem in this context is musically and acoustically informed control in the generation process. As the main contribution of this wor…

Cited by 8 Source ↗Scholar ↗

2022

Unaligned Supervision for Automatic Music Transcription in The Wild

Ben Maman, Amit H Bermano

ICML 2022spotlight

Multi-instrument Automatic Music Transcription (AMT), or the decoding of a musical recording into semantic musical content, is one of the holy grails of Music Information Retrieval. Current AMT approaches are restricted to piano and (some) guitar recordings, due to difficult data collection. In orde…

Cited by 38 Source ↗PDF ↗code ↗Scholar ↗