eess.AS · 2026-09-29 · No. 128
Audio and Speech Processing, 2026-09-29.
1 new papers in eess.AS. Titles, authors,
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01 — The papers
1 entries-
01
Simulation-Based Inference for Plate Reverb System Identification
Dylan Sechet, Marc Evrard, Matthieu Kowalski
eess.AS · cs.LG
We address Task A of the 1st DAFx Parameter Estimation Challenge, which aims to retrieve the physical parameters of a plate model from an impulse response. To do so, we use the Simulation-Based Inference (SBI) framework, in which we train a neural network to estimate a density over plate parameters given an impulse response, using a dataset generated by the simulator. Inference for a new impulse response then requires only a forward pass...
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