Own-voice Cancellation on dynamic OVC (test)
13.57SDR (dB) FLinear RNN + Linear RNN emb.
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Linear RNN + Linear RNN emb.Causal=false, Params (M) main=4.71, Params (M) aux=1.61, MACs (G/s) main=0.33, MACs (G/s) aux=0.262026.06 | 13.57 | 9.67 | 3.2 | 2.71 | |
| TD-SpeakerBeamCausal=false, Params (M) main=4.94, Params (M) aux=1.66, MACs (G/s) main=4.97, MACs (G/s) aux=1.672026.06 | 13.42 | 14.78 | 3.19 | 3.26 | |
| Linear RNNCausal=false, Params (M) main=4.71, Params (M) aux=1.65, MACs (G/s) main=0.33, MACs (G/s) aux=1.672026.06 | 13.38 | 14.93 | 3.22 | 3.32 | |
| Linear RNN + Linear RNN emb.Causal=true, RTF=1.69, Params (M) main=4.72, Params (M) aux=1.61, MACs (G/s) main=0.33, MACs (G/s) aux=0.262026.06 | 11.98 | 11.35 | 2.8 | 2.65 | |
| Linear RNNCausal=true, RTF=1.69, Params (M) main=4.72, Params (M) aux=1.65, MACs (G/s) main=0.33, MACs (G/s) aux=1.672026.06 | 11.5 | 12.46 | 2.76 | 2.71 | |
| Linear RNN (small) + Linear RNN emb.Causal=true, RTF=0.82, Params (M) main=2.17, Params (M) aux=1.63, MACs (G/s) main=0.18, MACs (G/s) aux=0.262026.06 | 11.47 | 11.25 | 2.71 | 2.55 | |
| Linear RNN (small)Causal=true, RTF=0.82, Params (M) main=2.17, Params (M) aux=1.65, MACs (G/s) main=0.18, MACs (G/s) aux=1.662026.06 | 11.21 | 12.33 | 2.66 | 2.63 | |
| TD-SpeakerBeamCausal=true, Params (M) main=4.94, Params (M) aux=1.66, MACs (G/s) main=4.94, MACs (G/s) aux=1.672026.06 | 11.13 | 12.09 | 2.66 | 2.64 |