Phase Retrieval on VoiceBank Corpus (test)
4.61PESQProposed (Small)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Proposed (Small)Para. (M)=0.9, MACs (G/s)=22.892026.02 | 4.61 | 16.03 | 0.044 | 8.47 | |
| Proposed (Small) - break MPICM GREPara. (M)=0.9, MACs (G/s)=22.89, global_rotation_equivariance=broken in MPICM via sum of real/imag phase feature substituting modulus2026.02 | 4.61 | 14.99 | 0.048 | 9.64 | |
| Proposed (Small) - break Attn. GREPara. (M)=0.9, MACs (G/s)=22.89, global_rotation_equivariance=broken by inverting sign of phase query component2026.02 | 4.61 | 15.67 | 0.048 | 9.16 | |
| MP-SENet Up.Para. (M)=1.99, MACs (G/s)=38.8, adaptation=retaining only the phase decoder2026.02 | 4.6 | 14.64 | 0.058 | 11.38 | |
| Proposed (Small) - break FFN. GREPara. (M)=0.9, MACs (G/s)=22.89, global_rotation_equivariance=broken by removing modulus in phase FFN2026.02 | 4.6 | 14.97 | 0.05 | 9.67 | |
| SEMambaPara. (M)=1.88, MACs (G/s)=38.01, adaptation=retaining only the phase decoder2026.02 | 4.59 | 13.63 | 0.059 | 12.46 | |
| DiffPhasePara. (M)=65.6, MACs (G/s)=33302026.02 | 4.41 | -11.75 | 0.23 | 85.66 | |
| Griffin-Lim2026.02 | 4.23 | -17.07 | 0.342 | 90.07 |