Papers Audio Effects Modeling
“Audio Effects Modeling” 태그가 달린 논문 4편 · 필터 해제
Estimation and Restoration of Unknown Nonlinear Distortion using Diffusion
The restoration of nonlinearly distorted audio signals, alongside the identification of the applied memoryless nonlinear operation, is studied. The paper focuses on the difficult but practically important case in which b…
Audio Effects ModelingQuantizationSpeech EnhancementComparative Study of State-based Neural Networks for Virtual Analog Audio Effects Modeling
Analog electronic circuits are at the core of an important category of musical devices, which includes a broad range of sound synthesizers and audio effects. The development of software that simulates analog musical devi…
Audio Effects ModelingAudio Signal ProcessingState Space ModelsDifferentiable All-pole Filters for Time-varying Audio Systems
Infinite impulse response filters are an essential building block of many time-varying audio systems, such as audio effects and synthesisers. However, their recursive structure impedes end-to-end training of these system…
AllAudio Effects ModelingAudio SynthesisSignalTrain: Profiling Audio Compressors with Deep Neural Networks
In this work we present a data-driven approach for predicting the behavior of (i.e., profiling) a given non-linear audio signal processing effect (henceforth "audio effect"). Our objective is to learn a mapping function …
Audio Effects ModelingAudio Signal Processing