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.
Audio effect chain estimation and dry signal recovery from multi-effect-processed musical signals
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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.