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Research

Publications: Mr Christian Steinmetz

Rice M, Steinmetz CJ, Fazekas G, Reiss JD ( 2023 ) . General Purpose Audio Effect Removal . Conference: 2023 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 1 - 5 .
Comunità M, Steinmetz CJ, Phan H, Reiss JD ( 2023 ) . Modelling Black-Box Audio Effects with Time-Varying Feature Modulation . Conference: ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)1 - 5 .
Mitcheltree C, Steinmetz CJ, Comunita M, Reiss JD ( 2023 ) . Modulation Extraction for LFO-driven Audio Effects . Conference: International Conference on Digital Audio Effects (DAFx) ( Copenhagen, Denmark ) from: 04/09/2023 to: 07/09/2023 ,
Steinmetz C, Hawley S ( 2023 ) . Leveraging Neural Representations for Audio Manipulation . Conference: 154th Convention of the Audio Engineering Society
Steinmetz C, Reiss J, Bryan NJ ( 2022 ) . Style transfer of audio effects with differentiable signal processing . Journal of the Audio Engineering Society
Steinmetz C, Reiss J ( 2022 ) . Efficient neural networks for real-time modeling of analog dynamic range compression . Conference: 152nd Convention of the Audio Engineering Society
Colonel JT, Steinmetz CJ, Michelen M, Reiss JD ( 2022 ) . DIRECT DESIGN OF BIQUAD FILTER CASCADES WITH DEEP LEARNING BY SAMPLING RANDOM POLYNOMIALS . ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings . Conference: IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) from: 22/05/2022 to: 27/05/2022 , vol. 2022-May , 3104 - 3108 .
Steinmetz C, Reiss J ( 2021 ) . Steerable discovery of neural audio effects . Conference: 5th Workshop on Machine Learning for Creativity and Design at NeurIPS
Steinmetz CJ, Ithapu VK, Calamia P ( 2021 ) . Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech . Conference: 2021 IEEE Workshop on Applications of Signal Processing to Audio and Acoustics (WASPAA) vol. 00 , 221 - 225 .
Steinmetz CJ, Reiss JD ( 2021 ) . WaveBeat: End-to-end beat and downbeat tracking in the time domain . Conference: 151st Audio Engineering Society Convention from: 11/10/2021 to: 13/10/2021 ,
Steinmetz CJ, Reiss JD ( 2021 ) . Pyloudnorm: A simple yet flexible loudness meter in python . 150th Audio Engineering Society Convention, AES 2021 .
Steinmetz CJ, Reiss JD ( 2020 ) . Randomized Overdrive Neural Networks . Conference: 4th Workshop on Machine Learning for Creativity and Design at NeurIPS 2020 from: 12/12/2020 to: 12/12/2020 ,