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ResearchFormerly WizWand

Speech Reconstruction on LibriTTS + ESC-50 clean-100 (test)

2.97PESQFocalSE
1.109441.592472.07552.55853Jul 5, 2026
Updated 3mo ago

Evaluation results

MethodLinks
FocalSEBitrate (kbps)=6.00, Params (M)=222, SNR=10 dB2026.072.970.9578.373
FocalSE−NRBitrate (kbps)=6.00, Params (M)=159, SNR=10 dB2026.072.9280.9558.211
FocalSE−NR/NDBitrate (kbps)=6.00, Params (M)=152, SNR=10 dB2026.072.860.9437.803
FD-CBRBitrate (kbps)=6.00, Params (M)=83, SNR=10 dB2026.072.8390.9427.646
SECEBitrate (kbps)=6.00, Params (M)=196, SNR=10 dB2026.072.8060.9377.191
FocalSEBitrate (kbps)=6.00, Params (M)=222, SNR=5 dB2026.072.7280.9457.835
FocalSE−NRBitrate (kbps)=6.00, Params (M)=159, SNR=5 dB2026.072.6910.9447.768
FocalSEBitrate (kbps)=2.50, Params (M)=221, SNR=10 dB2026.072.6820.9446.316
FocalSE−NRBitrate (kbps)=2.50, Params (M)=159, SNR=10 dB2026.072.6150.946.274
FocalSE−NR/NDBitrate (kbps)=6.00, Params (M)=152, SNR=5 dB2026.072.6110.9377.301
FocalSE−NR/NDBitrate (kbps)=2.50, Params (M)=151, SNR=10 dB2026.072.6060.9396.189
FD-CBRBitrate (kbps)=6.00, Params (M)=83, SNR=5 dB2026.072.5890.937.193
SECEBitrate (kbps)=6.00, Params (M)=196, SNR=5 dB2026.072.5730.9197.001
FD-CBRBitrate (kbps)=2.50, Params (M)=82, SNR=10 dB2026.072.5040.9355.68
FocalSEBitrate (kbps)=2.50, Params (M)=221, SNR=5 dB2026.072.4650.9325.879
FocalSE−NRBitrate (kbps)=2.50, Params (M)=159, SNR=5 dB2026.072.4370.9295.826
SECEBitrate (kbps)=2.50, Params (M)=195, SNR=10 dB2026.072.4350.9275.101
FocalSEBitrate (kbps)=6.00, Params (M)=222, SNR=0 dB2026.072.4320.9266.892
FocalSE−NR/NDBitrate (kbps)=2.50, Params (M)=151, SNR=5 dB2026.072.4020.9265.804
FocalSE−NRBitrate (kbps)=6.00, Params (M)=159, SNR=0 dB2026.072.3970.9236.839
FocalSE−NR/NDBitrate (kbps)=6.00, Params (M)=152, SNR=0 dB2026.072.3310.9176.301
FD-CBRBitrate (kbps)=6.00, Params (M)=83, SNR=0 dB2026.072.3050.9116.178
SECEBitrate (kbps)=6.00, Params (M)=196, SNR=0 dB2026.072.2810.9086.01
FD-CBRBitrate (kbps)=2.50, Params (M)=82, SNR=5 dB2026.072.270.9194.862
FocalSEBitrate (kbps)=2.50, Params (M)=221, SNR=0 dB2026.072.190.9115.016
SECEBitrate (kbps)=2.50, Params (M)=195, SNR=5 dB2026.072.1860.9074.013
FocalSE−NRBitrate (kbps)=2.50, Params (M)=159, SNR=0 dB2026.072.1570.9115.009
FocalSE−NR/NDBitrate (kbps)=2.50, Params (M)=151, SNR=0 dB2026.072.150.9034.983
FocalSEBitrate (kbps)=6.00, Params (M)=222, SNR=-5 dB2026.072.1160.8925.403
FocalSE−NRBitrate (kbps)=6.00, Params (M)=159, SNR=-5 dB2026.072.0860.8885.387
FD-CBRBitrate (kbps)=2.50, Params (M)=82, SNR=0 dB2026.072.0160.8963.988
FocalSE−NR/NDBitrate (kbps)=6.00, Params (M)=152, SNR=-5 dB2026.071.9880.8754.816
SECEBitrate (kbps)=2.50, Params (M)=195, SNR=0 dB2026.071.9790.8633.913
FD-CBRBitrate (kbps)=6.00, Params (M)=83, SNR=-5 dB2026.071.9750.8714.516
SECEBitrate (kbps)=6.00, Params (M)=196, SNR=-5 dB2026.071.9550.814.294
FocalSEBitrate (kbps)=2.50, Params (M)=221, SNR=-5 dB2026.071.9320.8743.635
FocalSE−NRBitrate (kbps)=2.50, Params (M)=159, SNR=-5 dB2026.071.9170.8713.611
FocalSE−NR/NDBitrate (kbps)=2.50, Params (M)=151, SNR=-5 dB2026.071.9050.8683.603
DACBitrate (kbps)=6.00, Params (M)=77, SNR=10 dB2026.071.7730.9115.817
FD-CBRBitrate (kbps)=2.50, Params (M)=82, SNR=-5 dB2026.071.7540.8552.417
SECEBitrate (kbps)=2.50, Params (M)=195, SNR=-5 dB2026.071.7410.8032.393
DACBitrate (kbps)=2.50, Params (M)=77, SNR=10 dB2026.071.6270.8792.867
DACBitrate (kbps)=6.00, Params (M)=77, SNR=5 dB2026.071.4960.8672.992
DACBitrate (kbps)=2.50, Params (M)=77, SNR=5 dB2026.071.4220.8411.237
DACBitrate (kbps)=6.00, Params (M)=77, SNR=0 dB2026.071.3140.809-0.835
DACBitrate (kbps)=2.50, Params (M)=77, SNR=0 dB2026.071.2610.779-2.279
DACBitrate (kbps)=6.00, Params (M)=77, SNR=-5 dB2026.071.2150.738-5.193
DACBitrate (kbps)=2.50, Params (M)=77, SNR=-5 dB2026.071.1810.708-6.676