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ResearchFormerly WizWand

Audio Denoising on DNS1 no-reverb

3.23PESQFRCRN
2.3982.6142.833.046Sep 5, 2024
Updated 8mo ago

Evaluation results

MethodLinks
FRCRNParameters=6.9M, MACs / sec=38.1G, Latency=30ms2024.093.23
aTENNuate (base)Parameters=0.84M, MACs / sec=0.33G, Latency=46.5ms2024.092.98
PreConvs only in encoderParameters=0.84M, MACs / sec=0.33G, Latency=31.25ms2024.092.84
DEMUCSParameters=33.53M, MACs / sec=7.72G, Latency=40ms2024.092.65
no PreConvsParameters=0.84M, MACs / sec=0.33G, Latency=16ms2024.092.59
DeepFilterNet3Parameters=2.13M, MACs / sec=0.344G, Latency=40ms2024.092.58
BatchNorm + ReLUParameters=0.84M, MACs / sec=0.33G, Latency=16ms2024.092.43