Lightweight and interpretable neural modeling of an audio distortion effect using hyperconditioned differentiable biquads

15 March 2021

Papers citing "Lightweight and interpretable neural modeling of an audio distortion effect using hyperconditioned differentiable biquads"

22 / 22 papers shown

Title
Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-Based and Adversarial approaches Eloi Moliner Michal Švento Alec Wright Lauri Juvela Pavel Rajmic Vesa Valimaki DiffM 38 1 0 07 Apr 2025
Deep Learning-Based Approach for Identification and Compensation of Nonlinear Distortions in Parametric Array Loudspeakers Mengtong Li Tao Zhuang Kai-Jyun Chen Jia-Xin Zhong Jing Lu 66 0 0 02 Dec 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 23 2 0 21 Aug 2024
Hyper Recurrent Neural Network: Condition Mechanisms for Black-box Audio Effect Modeling Yen-Tung Yeh Wen-Yi Hsiao Yi-Hsuan Yang 19 6 0 09 Aug 2024
Automatic Equalization for Individual Instrument Tracks Using Convolutional Neural Networks Florian Mockenhaupt Joscha Simon Rieber S. Nercessian 33 0 0 23 Jul 2024
Sample Rate Independent Recurrent Neural Networks for Audio Effects Processing Alistair Carson Alec Wright Jatin Chowdhury Vesa Valimaki Stefan Bilbao 15 4 0 10 Jun 2024
Differentiable All-pole Filters for Time-varying Audio Systems Chin-Yun Yu Christopher Mitcheltree Alistair Carson Stefan Bilbao Joshua D. Reiss Gyorgy Fazekas 21 2 0 11 Apr 2024
End-to-End Amp Modeling: From Data to Controllable Guitar Amplifier Models Lauri Juvela Eero-Pekka Damskägg Aleksi Peussa Jaakko Mäkinen Thomas W. Sherson S. I. Mimilakis Athanasios Gotsopoulos 21 10 0 13 Mar 2024
Style Transfer for Non-differentiable Audio Effects Xiaochen Zhao 11 0 0 29 Sep 2023
A Review of Differentiable Digital Signal Processing for Music & Speech Synthesis B. Hayes Jordie Shier Gyorgy Fazekas Andrew Mcpherson C. Saitis 21 21 0 29 Aug 2023
Singing Voice Synthesis Using Differentiable LPC and Glottal-Flow-Inspired Wavetables Chin-Yun Yu Gyorgy Fazekas 20 7 0 29 Jun 2023
Adversarial Guitar Amplifier Modelling With Unpaired Data Alec Wright Vesa Valimaki Lauri Juvela GAN 13 8 0 02 Nov 2022
Modelling black-box audio effects with time-varying feature modulation Marco Comunità C. Steinmetz Huy Phan Joshua D. Reiss 29 14 0 01 Nov 2022
Rigid-Body Sound Synthesis with Differentiable Modal Resonators Rodrigo Diaz B. Hayes C. Saitis Gyorgy Fazekas Mark Sandler 32 12 0 27 Oct 2022
Sinusoidal Frequency Estimation by Gradient Descent B. Hayes C. Saitis Gyorgy Fazekas 20 22 0 26 Oct 2022
DDSP-based Singing Vocoders: A New Subtractive-based Synthesizer and A Comprehensive Evaluation Da-Yi Wu Wen-Yi Hsiao Fu-Rong Yang Oscar D. Friedman Warren Jackson Scott Bruzenak Yi-Wen Liu Yi-Hsuan Yang DiffM 20 23 0 09 Aug 2022
Style Transfer of Audio Effects with Differentiable Signal Processing C. Steinmetz Nicholas J. Bryan Joshua D. Reiss 6 39 0 18 Jul 2022
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks Bo-Yu Chen Wei-Han Hsu Wei-Hsiang Liao Marco A. Martínez Ramírez Yuki Mitsufuji Yi-Hsuan Yang GAN 33 8 0 13 Oct 2021
Direct design of biquad filter cascades with deep learning by sampling random polynomials Joseph T Colonel C. Steinmetz Marcus Michelen Joshua D. Reiss TPM 23 17 0 07 Oct 2021
Differentiable Artificial Reverberation Sungho Lee Hyeong-Seok Choi Kyogu Lee VLM 16 25 0 28 May 2021
Efficient neural networks for real-time modeling of analog dynamic range compression C. Steinmetz Joshua D. Reiss 44 27 0 11 Feb 2021
DDSP: Differentiable Digital Signal Processing Jesse Engel Lamtharn Hantrakul Chenjie Gu Adam Roberts DiffM 83 371 0 14 Jan 2020