← Search

Lele Liu

2 accepted papers

2025

Unsupervised Domain Adaptation for Music Transcription: Exploiting Cross-Version Consistency

ICASSP 2025accepted

With the omnipresence of deep learning approaches in modern signal processing, the generalization of models to unseen domains is of crucial importance. Various strategies have been proposed to address such unsupervised domain adaptation including reconstruction autoencoders and adversarial training.…

Cited by 0SourceScholar
2021

Joint Multi-Pitch Detection and Score Transcription for Polyphonic Piano Music

ICASSP 2021accepted

Research on automatic music transcription has largely focused on multi-pitch detection; there is limited discussion on how to obtain a machine- or human-readable score transcription. In this paper, we propose a method for joint multi-pitch detection and score transcription for polyphonic piano music…

Cited by 0SourceScholar