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Table 4:
Ablation study on the pair Gothic-ON. Both IPA embeddings and the regularization on sound loss are beneficial, especially when we do not assume much phonological knowledge about the lost language.
IPA
.
Ω
loss
.
base
.
partial
.
full
.
+
+
0.435
0.544
0.682
−
+
0.307
0.490
0.599
+
−
0.000
0.493
0.695
IPA
.
Ω
loss
.
base
.
partial
.
full
.
+
+
0.435
0.544
0.682
−
+
0.307
0.490
0.599
+
−
0.000
0.493
0.695
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