diff --git a/sdv/multi_table/base.py b/sdv/multi_table/base.py
index 7ffd3eef3..83c80ae25 100644
--- a/sdv/multi_table/base.py
+++ b/sdv/multi_table/base.py
@@ -70,9 +70,10 @@ def _set_temp_numpy_seed(self):
     def _initialize_models(self):
         with disable_single_table_logger():
             for table_name, table_metadata in self.metadata.tables.items():
-                synthesizer_parameters = self._table_parameters.get(table_name, {})
+                synthesizer_parameters = {'locales': self.locales}
+                synthesizer_parameters.update(self._table_parameters.get(table_name, {}))
                 self._table_synthesizers[table_name] = self._synthesizer(
-                    metadata=table_metadata, locales=self.locales, **synthesizer_parameters
+                    metadata=table_metadata, **synthesizer_parameters
                 )
                 self._table_synthesizers[table_name]._data_processor.table_name = table_name
 
diff --git a/tests/unit/multi_table/test_base.py b/tests/unit/multi_table/test_base.py
index 464681938..48a32cd30 100644
--- a/tests/unit/multi_table/test_base.py
+++ b/tests/unit/multi_table/test_base.py
@@ -40,7 +40,9 @@ def test__initialize_models(self):
         locales = ['en_CA', 'fr_CA']
         instance = Mock()
         instance._table_synthesizers = {}
-        instance._table_parameters = {'nesreca': {'default_distribution': 'gamma'}}
+        instance._table_parameters = {
+            'nesreca': {'default_distribution': 'gamma', 'locales': ['en_US']},
+        }
         instance.locales = locales
         instance.metadata = get_multi_table_metadata()
 
@@ -57,7 +59,7 @@ def test__initialize_models(self):
             call(
                 metadata=instance.metadata.tables['nesreca'],
                 default_distribution='gamma',
-                locales=locales,
+                locales=['en_US'],
             ),
             call(metadata=instance.metadata.tables['oseba'], locales=locales),
             call(metadata=instance.metadata.tables['upravna_enota'], locales=locales),