Christian J. Steinmetz

According to our database, Christian J. Steinmetz authored at least 17 papers between 2020 and 2024.

Collaborative distances:

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

2024

ATGNN: Audio Tagging Graph Neural Network.

Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell

IEEE Signal Process. Lett., 2024

Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models.

Hanzhi Yin, Gang Cheng, Christian J. Steinmetz, Ruibin Yuan, Richard M. Stern, Roger B. Dannenberg

CoRR, 2024

2023

High-Fidelity Noise Reduction with Differentiable Signal Processing.

Christian J. Steinmetz, Thomas Walther, Joshua D. Reiss

CoRR, 2023

Modulation Extraction for LFO-driven Audio Effects.

Christopher Mitcheltree, Christian J. Steinmetz, Marco Comunità, Joshua D. Reiss

CoRR, 2023

Leveraging Neural Representations for Audio Manipulation.

Scott H. Hawley, Christian J. Steinmetz

CoRR, 2023

General Purpose Audio Effect Removal.

Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Modelling Black-Box Audio Effects with Time-Varying Feature Modulation.

Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Style Transfer of Audio Effects with Differentiable Signal Processing.

Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss

CoRR, 2022

HEAR 2021: Holistic Evaluation of Audio Representations.

Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk

CoRR, 2022

Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials.

Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss

Proceedings of the IEEE International Conference on Acoustics, 2022

2021

Steerable discovery of neural audio effects.

Christian J. Steinmetz, Joshua D. Reiss

CoRR, 2021

WaveBeat: End-to-end beat and downbeat tracking in the time domain.

Christian J. Steinmetz, Joshua D. Reiss

CoRR, 2021

Efficient Neural Networks for Real-time Analog Audio Effect Modeling.

Christian J. Steinmetz, Joshua D. Reiss

CoRR, 2021

Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech.

Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2021

HEAR: Holistic Evaluation of Audio Representations.

Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally, Max Henry, Nicolas Pinto, Camille Noufi, Christian Clough, Dorien Herremans, Eduardo Fonseca, Jesse H. Engel, Justin Salamon, Philippe Esling, Pranay Manocha, Shinji Watanabe, Zeyu Jin, Yonatan Bisk

Proceedings of the NeurIPS 2021 Competitions and Demonstrations Track, 2021

Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects.

Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà

Proceedings of the IEEE International Conference on Acoustics, 2021

2020

Randomized Overdrive Neural Networks.

Christian J. Steinmetz, Joshua D. Reiss

CoRR, 2020