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Christian J. Steinmetz
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2020 – today
- 2024
- [j1]Shubhr Singh
, Christian J. Steinmetz
ATGNN: Audio Tagging Graph Neural Network. IEEE Signal Process. Lett. 31: 825-829 (2024) - [i18]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 abs/2403.16331 (2024) - [i17]Soumya Sai Vanka, Christian J. Steinmetz, Jean-Baptiste Rolland, Joshua D. Reiss, George Fazekas:
Diff-MST: Differentiable Mixing Style Transfer. CoRR abs/2407.08889 (2024) - [i16]Christian J. Steinmetz, Shubhr Singh, Marco Comunità, Ilias Ibnyahya, Shanxin Yuan, Emmanouil Benetos, Joshua D. Reiss:
ST-ITO: Controlling Audio Effects for Style Transfer with Inference-Time Optimization. CoRR abs/2410.21233 (2024) - 2023
- [c6]Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss:
Modelling Black-Box Audio Effects with Time-Varying Feature Modulation. ICASSP 2023: 1-5 - [c5]Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss:
General Purpose Audio Effect Removal. WASPAA 2023: 1-5 - [i15]Scott H. Hawley, Christian J. Steinmetz:
Leveraging Neural Representations for Audio Manipulation. CoRR abs/2304.04394 (2023) - [i14]Christopher Mitcheltree, Christian J. Steinmetz, Marco Comunità, Joshua D. Reiss:
Modulation Extraction for LFO-driven Audio Effects. CoRR abs/2305.13262 (2023) - [i13]Matthew Rice, Christian J. Steinmetz, George Fazekas, Joshua D. Reiss:
General Purpose Audio Effect Removal. CoRR abs/2308.16177 (2023) - [i12]Christian J. Steinmetz, Thomas Walther, Joshua D. Reiss:
High-Fidelity Noise Reduction with Differentiable Signal Processing. CoRR abs/2310.11364 (2023) - [i11]Shubhr Singh, Christian J. Steinmetz, Emmanouil Benetos, Huy Phan, Dan Stowell:
ATGNN: Audio Tagging Graph Neural Network. CoRR abs/2311.01526 (2023) - 2022
- [c4]Joseph T. Colonel
Direct Design of Biquad Filter Cascades with Deep Learning by Sampling Random Polynomials. ICASSP 2022: 3104-3108 - [i10]Joseph Turian, Jordie Shier, Humair Raj Khan, Bhiksha Raj, Björn W. Schuller, Christian J. Steinmetz, Colin Malloy, George Tzanetakis, Gissel Velarde, Kirk McNally
HEAR 2021: Holistic Evaluation of Audio Representations. CoRR abs/2203.03022 (2022) - [i9]Christian J. Steinmetz, Nicholas J. Bryan, Joshua D. Reiss:
Style Transfer of Audio Effects with Differentiable Signal Processing. CoRR abs/2207.08759 (2022) - [i8]Marco Comunità, Christian J. Steinmetz, Huy Phan, Joshua D. Reiss:
Modelling black-box audio effects with time-varying feature modulation. CoRR abs/2211.00497 (2022) - 2021
- [c3]Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà:
Automatic Multitrack Mixing With A Differentiable Mixing Console Of Neural Audio Effects. ICASSP 2021: 71-75 - [c2]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: 125-145 - [c1]Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia:
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech. WASPAA 2021: 221-225 - [i7]Christian J. Steinmetz, Joshua D. Reiss:
Efficient Neural Networks for Real-time Analog Audio Effect Modeling. CoRR abs/2102.06200 (2021) - [i6]Christian J. Steinmetz, Vamsi Krishna Ithapu, Paul Calamia:
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech. CoRR abs/2107.07503 (2021) - [i5]Christian J. Steinmetz, Joshua D. Reiss:
WaveBeat: End-to-end beat and downbeat tracking in the time domain. CoRR abs/2110.01436 (2021) - [i4]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 abs/2110.03691 (2021) - [i3]Christian J. Steinmetz, Joshua D. Reiss:
Steerable discovery of neural audio effects. CoRR abs/2112.02926 (2021) - 2020
- [i2]Christian J. Steinmetz, Joshua D. Reiss:
Randomized Overdrive Neural Networks. CoRR abs/2010.04237 (2020) - [i1]Christian J. Steinmetz, Jordi Pons, Santiago Pascual, Joan Serrà:
Automatic multitrack mixing with a differentiable mixing console of neural audio effects. CoRR abs/2010.10291 (2020)
Coauthor Index
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