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11/28/2022
Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation
This paper describes several improvements to a new method for signal dec...
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11/28/2022
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries
We introduce a novel way to incorporate prior information into (semi-) s...
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07/21/2020
Learning to Read and Follow Music in Complete Score Sheet Images
This paper addresses the task of score following in sheet music given as...
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10/16/2019
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images
The goal of score following is to track a musical performance, usually i...
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09/04/2019
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks
We explore a novel way of conceptualising the task of polyphonic music t...
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06/21/2019
Deep Polyphonic ADSR Piano Note Transcription
We investigate a late-fusion approach to piano transcription, combined w...
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02/12/2019
Multitask Learning for Polyphonic Piano Transcription, a Case Study
Viewing polyphonic piano transcription as a multitask learning problem, ...
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05/29/2018
Learning to Transcribe by Ear
Rethinking how to model polyphonic transcription formally, we frame it a...
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05/28/2018