Direct design of biquad filter cascades with deep learning by sampling
random polynomials

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Direct design of biquad filter cascades with deep learning by sampling random polynomials

7 October 2021

Joseph T Colonel

Marcus Michelen

Joshua D. Reiss

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Papers citing "Direct design of biquad filter cascades with deep learning by sampling random polynomials"

15 / 15 papers shown

Title
DiffVox: A Differentiable Model for Capturing and Analysing Vocal Effects Distributions Chin-Yun Yu Marco A. Martínez-Ramírez Junghyun Koo B. Hayes Wei-Hsiang Liao Gyorgy Fazekas Yuki Mitsufuji DiffM 161 0 0 20 Apr 2025
Differentiable Black-box and Gray-box Modeling of Nonlinear Audio Effects Marco Comunità C. Steinmetz Joshua Reiss 129 4 0 20 Feb 2025
Towards Efficient Modelling of String Dynamics: A Comparison of State Space and Koopman based Deep Learning Methods Rodrigo Diaz Carlos De La Vega Martin Mark Sandler 112 3 0 29 Aug 2024
DDSP Guitar Amp: Interpretable Guitar Amplifier Modeling Yen-Tung Yeh Yu-Hua Chen Yuan-Chiao Cheng Jui-Te Wu Jun-Jie Fu Yi-Fan Yeh Yi-Hsuan Yang 99 2 0 21 Aug 2024
Automatic Equalization for Individual Instrument Tracks Using Convolutional Neural Networks Florian Mockenhaupt Joscha Simon Rieber S. Nercessian 97 1 0 23 Jul 2024
Differentiable All-pole Filters for Time-varying Audio Systems Chin-Yun Yu Christopher Mitcheltree Alistair Carson Stefan Bilbao Joshua D. Reiss Gyorgy Fazekas 100 10 0 11 Apr 2024
NIIRF: Neural IIR Filter Field for HRTF Upsampling and Personalization Yoshiki Masuyama Gordon Wichern François Germain Zexu Pan Sameer Khurana Chiori Hori Jonathan Le Roux 86 12 0 27 Feb 2024
A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis B. Hayes Jordie Shier Gyorgy Fazekas Andrew Mcpherson C. Saitis 130 34 0 29 Aug 2023
Real-time Percussive Technique Recognition and Embedding Learning for the Acoustic Guitar Andrea Martelloni Andrew Mcpherson M. Barthet 70 3 0 13 Jul 2023
Vocal Tract Area Estimation by Gradient Descent David Südholt Mateo Cámara Zhiyuan Xu Joshua D. Reiss 46 3 0 10 Jul 2023
Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables Chin-Yun Yu Gyorgy Fazekas 141 8 0 29 Jun 2023
Adoption of AI Technology in the Music Mixing Workflow: An Investigation Soumya Sai Vanka Maryam Safi Jean-Baptiste Rolland Georgy Fazekas 132 9 0 06 Apr 2023
Rigid-Body Sound Synthesis with Differentiable Modal Resonators Rodrigo Diaz B. Hayes C. Saitis Gyorgy Fazekas Mark Sandler 115 12 0 27 Oct 2022
Sinusoidal Frequency Estimation by Gradient Descent B. Hayes C. Saitis Gyorgy Fazekas 102 26 0 26 Oct 2022
Style Transfer of Audio Effects with Differentiable Signal Processing C. Steinmetz Nicholas J. Bryan Joshua D. Reiss 114 52 0 18 Jul 2022