diff --git a/api/core/model_runtime/model_providers/xinference/tts/tts.py b/api/core/model_runtime/model_providers/xinference/tts/tts.py
index bfa752df8cdb31..8cc99fef7c23c2 100644
--- a/api/core/model_runtime/model_providers/xinference/tts/tts.py
+++ b/api/core/model_runtime/model_providers/xinference/tts/tts.py
@@ -174,6 +174,11 @@ def get_tts_model_voices(self, model: str, credentials: dict, language: Optional
                     return voices[language]
                 elif 'all' in voices:
                     return voices['all']
+                else:
+                    all_voices = []
+                    for lang, lang_voices in voices.items():
+                        all_voices.extend(lang_voices)
+                    return all_voices
 
         return self.model_voices['__default']['all']