Defeng (David) Huang

JOINT ESTIMATION OF PIANO DYNAMICS AND METRICAL STRUCTURE WITH A MULTI-TASK MULTI-SCALE NETWORK

Estimating piano dynamic from audio recordings is a fundamental challenge in computational music analysis. In this paper, we propose an efficient multi-task network that jointly predicts dynamic levels, change points, beats, and downbeats from a shared latent representation. These four targets form…