Audio Effects Modeling
3 papers with code • 0 benchmarks • 2 datasets
Modeling of audio effects such as reverberation, compression, distortion, etc.
Benchmarks
These leaderboards are used to track progress in Audio Effects Modeling
SignalTrain LA2A Dataset
Most implemented papers
Differentiable All-pole Filters for Time-varying Audio Systems
diffapf/torchlpc
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Infinite impulse response filters are an essential building block of many time-varying audio systems, such as audio effects and synthesisers.
SignalTrain: 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").
Estimation and Restoration of Unknown Nonlinear Distortion using Diffusion
michalsvento/NLDistortionDiff
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Both the memoryless nonlinear function model and the restored audio signal are obtained as output.
