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

v1v2 (latest)

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

7 October 2021

Joseph T Colonel

Marcus Michelen

Joshua D. Reiss

ArXiv (abs)PDF HTML

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 9 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 111 12 0 27 Oct 2022
Sinusoidal Frequency Estimation by Gradient Descent B. Hayes C. Saitis Gyorgy Fazekas 98 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

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.