diff --git a/TTS/utils/manage.py b/TTS/utils/manage.py
index 33011921..44348b29 100644
--- a/TTS/utils/manage.py
+++ b/TTS/utils/manage.py
@@ -298,7 +298,9 @@ class ModelManager(object):
         """
         output_stats_path = os.path.join(output_path, "scale_stats.npy")
         output_d_vector_file_path = os.path.join(output_path, "speakers.json")
+        output_d_vector_file_pth_path = os.path.join(output_path, "speakers.pth")
         output_speaker_ids_file_path = os.path.join(output_path, "speaker_ids.json")
+        output_speaker_ids_file_pth_path = os.path.join(output_path, "speaker_ids.pth")
         speaker_encoder_config_path = os.path.join(output_path, "config_se.json")
         speaker_encoder_model_path = self._find_speaker_encoder(output_path)
 
@@ -307,11 +309,15 @@ class ModelManager(object):
 
         # update the speakers.json file path in the model config.json to the current path
         self._update_path("d_vector_file", output_d_vector_file_path, config_path)
+        self._update_path("d_vector_file", output_d_vector_file_pth_path, config_path)
         self._update_path("model_args.d_vector_file", output_d_vector_file_path, config_path)
+        self._update_path("model_args.d_vector_file", output_d_vector_file_pth_path, config_path)
 
         # update the speaker_ids.json file path in the model config.json to the current path
         self._update_path("speakers_file", output_speaker_ids_file_path, config_path)
+        self._update_path("speakers_file", output_speaker_ids_file_pth_path, config_path)
         self._update_path("model_args.speakers_file", output_speaker_ids_file_path, config_path)
+        self._update_path("model_args.speakers_file", output_speaker_ids_file_pth_path, config_path)
 
         # update the speaker_encoder file path in the model config.json to the current path
         self._update_path("speaker_encoder_model_path", speaker_encoder_model_path, config_path)