publications

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2021

Hung, Yun-Ning; Wichern, Gordon; Roux, Jonathan Le

Transcription Is All You Need: Learning To Separate Musical Mixtures With Score As Supervision Proceedings Article

In: ICASSP 2021 - 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 46–50, 2021, (ISSN: 2379-190X).

Abstract | Links | BibTeX | Tags: audio source separation, Conferences, Instruments, music, music transcription, Particle separators, Source separation, Time-frequency analysis, Training, weakly-labeled data, weakly-supervised separation

2018

Wu, Chih-Wei; Dittmar, Christian; Southall, Carl; Vogl, Richard; Widmer, Gerhard; Hockman, Jason A; Muller, Meinard; Lerch, Alexander

A Review of Automatic Drum Transcription Journal Article

In: IEEE/ACM Transactions on Audio, Speech, and Language Processing, vol. 26, no. 9, pp. 1457–1483, 2018, ISSN: 2329-9290.

Abstract | Links | BibTeX | Tags: Automatic Music Transcription, deep learning, Instruments, Machine Learning, Matrix Factorization, Rhythm, Spectrogram, Speech processing, Task analysis, Transient analysis

Music Informatics Group