Rainer Kelz

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 20

Top Topics

Musical Instrument

Linear Discriminant

Top Venues

Publications

Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Differentiable Dictionary Search: Integrating Linear Mixing with Deep Non-Linear Modelling for Audio Source Separation. CoRR (2022)
Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. CoRR (2022)
Lukás Samuel Marták, Rainer Kelz, Gerhard Widmer
Probabilistic Modelling of Signal Mixtures with Differentiable Dictionaries. EUSIPCO (2021)
Rainer Kelz, Gerhard Widmer
Nonlinear Denoising, Linear Demixing. ICBINB@NeurIPS (2021)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. CoRR (2020)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Learning to Read and Follow Music in Complete Score Sheet Images. ISMIR (2020)
Rainer Kelz, Gerhard Widmer
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. ISMIR (2019)
Rainer Kelz, Sebastian Böck, Gerhard Widmer
Deep Polyphonic ADSR Piano Note Transcription. ICASSP (2019)
Rainer Kelz, Sebastian Böck, Gerhard Widmer
Deep Polyphonic ADSR Piano Note Transcription. CoRR (2019)
Rainer Kelz, Sebastian Böck, Gerhard Widmer
Multitask Learning for Polyphonic Piano Transcription, a Case Study. CoRR (2019)
Rainer Kelz, Gerhard Widmer
Towards Interpretable Polyphonic Transcription with Invertible Neural Networks. CoRR (2019)
Florian Henkel, Rainer Kelz, Gerhard Widmer
Audio-Conditioned U-Net for Position Estimation in Full Sheet Images. CoRR (2019)
Rainer Kelz, Gerhard Widmer
Learning to Transcribe by Ear. CoRR (2018)
Rainer Kelz, Gerhard Widmer
Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling. CoRR (2018)
Rainer Kelz, Gerhard Widmer
Investigating Label Noise Sensitivity of Convolutional Neural Networks for Fine Grained Audio Signal Labelling. ICASSP (2018)
Rainer Kelz, Gerhard Widmer
An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems. Semantic Audio (2017)
Rainer Kelz, Gerhard Widmer
An Experimental Analysis of the Entanglement Problem in Neural-Network-based Music Transcription Systems. CoRR (2017)
Matthias Dorfer, Rainer Kelz, Gerhard Widmer
Deep Linear Discriminant Analysis. ICLR (Poster) (2016)
Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
On the Potential of Simple Framewise Approaches to Piano Transcription. CoRR (2016)
Rainer Kelz, Matthias Dorfer, Filip Korzeniowski, Sebastian Böck, Andreas Arzt, Gerhard Widmer
On the Potential of Simple Framewise Approaches to Piano Transcription. ISMIR (2016)