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Benchmarks
Singing Voice Generation on Singing (test)
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16.22
PER
UniVoice
15.066
22.8555
30.645
38.4345
Jun 4, 2026
PER
SIM
S-MOS
N-MOS
Updated 1mo ago
Evaluation Results
Method
Method
Links
PER
SIM
S-MOS
N-MOS
UniVoice
Size=0.3B, Data=30k+35k
2026.06
16.22
35.7
3.19
3.25
Soul-X-Singer
Size=0.7B, Data=0+42k
2026.06
26.22
41.71
3.19
3.24
Vevo1.5
Size=1B, Data=101k+7k
2026.06
45.07
36.33
2.62
2.69
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