A hybrid approach combining DNN prediction of dry signals and effects with search-based reconstruction refinement outperforms pure predictive methods for audio effect estimation, with best results from predicting effect type combinations before searching order and parameters.
Distortion audio effects: Learn- ing how to recover the clean signal
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Audio Effect Estimation with DNN-Based Prediction and Search Algorithm
A hybrid approach combining DNN prediction of dry signals and effects with search-based reconstruction refinement outperforms pure predictive methods for audio effect estimation, with best results from predicting effect type combinations before searching order and parameters.