8 citations · 10 across the 6 of their papers we have counts for
3 papers · 1 filter
Towards Robust Unsupervised Disentanglement of Sequential Data -- A Case Study Using Music Audio
Yin-Jyun Luo, Sebastian Ewert, Simon Dixon
Disentangled sequential autoencoders (DSAEs) represent a class of probabilistic graphical models that describes an observed sequence with dynamic latent variables and a static late…
A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation
Rachel M. Bittner, Juan José Bosch, David Rubinstein +2
Automatic Music Transcription (AMT) has been recognized as a key enabling technology with a wide range of applications. Given the task's complexity, best results have typically bee…
Improving Lyrics Alignment through Joint Pitch Detection
Jiawen Huang, Emmanouil Benetos, Sebastian Ewert
In recent years, the accuracy of automatic lyrics alignment methods has increased considerably. Yet, many current approaches employ frameworks designed for automatic speech recogni…