Christian J. Steinmetz

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 24

Top Topics

Top Venues

IEEE Signal Process. Lett.

Publications

Hanzhi Yin, Gang Cheng, Christian J. Steinmetz, Ruibin Yuan, Richard M. Stern, Roger B. Dannenberg
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models. CoRR (2024)
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Process. Lett. 31 (2024)
Soumya Sai Vanka, Christian J. Steinmetz, Jean-Baptiste Rolland, Joshua D. Reiss, George Fazekas
Diff-MST: Differentiable Mixing Style Transfer. CoRR (2024)
Christian J. Steinmetz, Thomas Walther, Joshua D. Reiss
High-Fidelity Noise Reduction with Differentiable Signal Processing. CoRR (2023)
Scott H. Hawley, Christian J. Steinmetz
Leveraging Neural Representations for Audio Manipulation. CoRR (2023)
Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss
General Purpose Audio Effect Removal. CoRR (2023)
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation. ICASSP (2023)
Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell
ATGNN: Audio Tagging Graph Neural Network. CoRR (2023)
Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss
General Purpose Audio Effect Removal. WASPAA (2023)
Christopher Mitcheltree, Christian J. Steinmetz, Marco Comunità, Joshua D. Reiss
Modulation Extraction for LFO-driven Audio Effects. CoRR (2023)
Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss
Modelling black-box audio effects with time-varying feature modulation. CoRR (2022)
Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss
Style Transfer of Audio Effects with Differentiable Signal Processing. CoRR (2022)
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
HEAR 2021: Holistic Evaluation of Audio Representations. CoRR (2022)
Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss
Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials. ICASSP (2022)
Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech. CoRR (2021)
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
HEAR: Holistic Evaluation of Audio Representations. NeurIPS (Competition and Demos) (2021)
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects. ICASSP (2021)
Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech. WASPAA (2021)
Christian J. Steinmetz, Joshua D. Reiss
Efficient Neural Networks for Real-time Analog Audio Effect Modeling. CoRR (2021)
Christian J. Steinmetz, Joshua D. Reiss
WaveBeat: End-to-end beat and downbeat tracking in the time domain. CoRR (2021)
Joseph T. Colonel, Christian J. Steinmetz, Marcus Michelen, Joshua D. Reiss
Direct design of biquad filter cascades with deep learning by sampling random polynomials. CoRR (2021)
Christian J. Steinmetz, Joshua D. Reiss
Steerable discovery of neural audio effects. CoRR (2021)
Christian J. Steinmetz, Joshua D. Reiss
Randomized Overdrive Neural Networks. CoRR (2020)
Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà
Automatic multitrack mixing with a differentiable mixing console of neural audio effects. CoRR (2020)