Table 5 Ablation experiment.
From: Automatic generation and transfer of Yongju opera language using AIGC technology and style mapping
Model configuration | BLEU score average | Style conversion accuracy | Cosine similarity | Confusion | User satisfaction |
|---|---|---|---|---|---|
Complete TFCPG + CVAE model | 45.55 | 0.9428 | 0.9182 | 102.34 | 4.32 |
TFCPG model without keyword extraction | 40.55 | – | – | – | 3.89 |
TFCPG model without MTL (script generation only) | 31.5 | – | – | – | 3.71 |
CVAE model of styleless mapping network | 38.9 | 0.8736 | 0.8512 | 110.45 | 4.02 |
