Rainer Kelz

According to our database, Rainer Kelz authored at least 13 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2022

Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation.

Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer

CoRR, 2022

2021

Nonlinear Denoising, Linear Demixing.

Rainer Kelz, Gerhard Widmer

Proceedings of the I (Still) Can't Believe It's Not Better! Workshop at NeurIPS 2021, 2021

Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries.

Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Learning to Read and Follow Music in Complete Score Sheet Images.

Florian Henkel, Rainer Kelz, Gerhard Widmer

Proceedings of the 21th International Society for Music Information Retrieval Conference, 2020

2019

Audio-Conditioned U-Net for Position Estimation in Full Sheet Images.

Florian Henkel, Rainer Kelz, Gerhard Widmer

CoRR, 2019

Multitask Learning for Polyphonic Piano Transcription, a Case Study.

Rainer Kelz, Sebastian Böck, Gerhard Widmer

CoRR, 2019

Towards Interpretable Polyphonic Transcription with Invertible Neural Networks.

Rainer Kelz, Gerhard Widmer

Proceedings of the 20th International Society for Music Information Retrieval Conference, 2019

Deep Polyphonic ADSR Piano Note Transcription.

Rainer Kelz, Sebastian Böck, Gerhard Widmer

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Learning to Transcribe by Ear.

Rainer Kelz, Gerhard Widmer

CoRR, 2018

Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling.

Rainer Kelz, Gerhard Widmer

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems.

Rainer Kelz, Gerhard Widmer

Proceedings of the AES International Conference Semantic Audio 2017, 2017

2016

Deep Linear Discriminant Analysis.

Matthias Dorfer, Rainer Kelz, Gerhard Widmer

Proceedings of the 4th International Conference on Learning Representations, 2016

On the Potential of Simple Framewise Approaches to Piano Transcription.

Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer

Proceedings of the 17th International Society for Music Information Retrieval Conference, 2016