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Research

Publications: Mr Christian Steinmetz

Steinmetz CJ, Bryan NJ, Reiss JD ( 2022 ) . Style Transfer of Audio Effects with Differentiable Signal Processing . AES: Journal of the Audio Engineering Society vol. 70 , ( 9 ) 708 - 721 .
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) 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, Reiss JD ( 2021 ) . WaveBeat: End-to-end beat and downbeat tracking in the time domain . Conference: 151st Audio Engineering Society Convention
Steinmetz CJ, Ithapu VK, Calamia P ( 2021 ) . Filtered Noise Shaping for Time Domain Room Impulse Response Estimation from Reverberant Speech . IEEE Workshop on Applications of Signal Processing to Audio and Acoustics . vol. 2021-October , 221 - 225 .
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 ,