Hear: Holistic evaluation of audio representations J Turian, J Shier, HR Khan, B Raj, BW Schuller, CJ Steinmetz, C Malloy, ... NeurIPS 2021 Competitions and Demonstrations Track, 125-145, 2022 | 88 | 2022 |
pyloudnorm: A simple yet flexible loudness meter in python CJ Steinmetz, J Reiss Audio Engineering Society Convention 150, 2021 | 56 | 2021 |
Efficient neural networks for real-time modeling of analog dynamic range compression CJ Steinmetz, JD Reiss arXiv preprint arXiv:2102.06200, 2021 | 55* | 2021 |
auraloss: Audio-focused loss functions in PyTorch CJ Steinmetz, JD Reiss | 46 | 2020 |
Automatic multitrack mixing with a differentiable mixing console of neural audio effects CJ Steinmetz, J Pons, S Pascual, J Serra ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 45 | 2021 |
Style transfer of audio effects with differentiable signal processing CJ Steinmetz, NJ Bryan, JD Reiss arXiv preprint arXiv:2207.08759, 2022 | 35 | 2022 |
Filtered noise shaping for time domain room impulse response estimation from reverberant speech CJ Steinmetz, VK Ithapu, P Calamia 2021 IEEE Workshop on Applications of Signal Processing to Audio and …, 2021 | 35 | 2021 |
Direct design of biquad filter cascades with deep learning by sampling random polynomials JT Colonel, CJ Steinmetz, M Michelen, JD Reiss ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 16 | 2022 |
Steerable discovery of neural audio effects CJ Steinmetz, JD Reiss arXiv preprint arXiv:2112.02926, 2021 | 10 | 2021 |
Learning to mix with neural audio effects in the waveform domain CJ Steinmetz Universitat Pompeu Fabra, 2020 | 10 | 2020 |
Modelling black-box audio effects with time-varying feature modulation M Comunità, CJ Steinmetz, H Phan, JD Reiss ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 7 | 2023 |
Randomized overdrive neural networks CJ Steinmetz, JD Reiss arXiv preprint arXiv:2010.04237, 2020 | 7 | 2020 |
WaveBeat: End-to-end beat and downbeat tracking in the time domain CJ Steinmetz, JD Reiss arXiv preprint arXiv:2110.01436, 2021 | 6 | 2021 |
Deep learning for automatic mixing CJ Steinmetz, SS Vanka, MA Martínez Ramírez, G Bromham Proceedings of the 23rd International Society for Music Information …, 2022 | 5 | 2022 |
Modulation extraction for LFO-driven audio effects C Mitcheltree, CJ Steinmetz, M Comunità, JD Reiss arXiv preprint arXiv:2305.13262, 2023 | 3 | 2023 |
ATGNN: Audio Tagging Graph Neural Network S Singh, CJ Steinmetz, E Benetos, H Phan, D Stowell IEEE Signal Processing Letters, 2024 | 2 | 2024 |
Deep learning for automatic mixing: challenges and next steps CJ Steinmetz MDX Workshop at ISMIR, 2021 | 2 | 2021 |
Modeling Analog Dynamic Range Compressors using Deep Learning and State-space Models H Yin, G Cheng, CJ Steinmetz, R Yuan, RM Stern, RB Dannenberg arXiv preprint arXiv:2403.16331, 2024 | 1 | 2024 |
High-Fidelity Noise Reduction with Differentiable Signal Processing CJ Steinmetz, T Walther, JD Reiss arXiv preprint arXiv:2310.11364, 2023 | 1 | 2023 |
Leveraging Neural Representations for Audio Manipulation SH Hawley, CJ Steinmetz arXiv preprint arXiv:2304.04394, 2023 | 1 | 2023 |