4 papers · 1 filter
Joint Estimation of Piano Dynamics and Metrical Structure with a Multi-task Multi-Scale Network
Zhanhong He, Hanyu Meng, David Huang +1
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 pr…
Filling MIDI Velocity using U-Net Image Colorizer
Zhanhong He, David Cooper, Defeng Huang +1
Modern music producers commonly use MIDI (Musical Instrument Digital Interface) to store their musical compositions. However, MIDI files created with digital software may lack the…
Score-Informed Transformer for Refining MIDI Velocity in Automatic Music Transcription
Zhanhong He, Roberto Togneri, David Huang
MIDI velocity is crucial for capturing expressive dynamics in human performances. In practical scenarios, a music score with inaccurate velocities may be available alongside the pe…
Music Tempo Estimation on Solo Instrumental Performance
Zhanhong He, Roberto Togneri, Xiangyu Zhang
Recently, automatic music transcription has made it possible to convert musical audio into accurate MIDI. However, the resulting MIDI lacks music notations such as tempo, which hin…