diff --git a/TTS/vocoder/models/gan.py b/TTS/vocoder/models/gan.py
index ed5b26dd..a3803f77 100644
--- a/TTS/vocoder/models/gan.py
+++ b/TTS/vocoder/models/gan.py
@@ -185,8 +185,7 @@ class GAN(BaseVocoder):
             outputs = {"model_outputs": self.y_hat_g}
         return outputs, loss_dict
 
-    @staticmethod
-    def _log(name: str, ap: AudioProcessor, batch: Dict, outputs: Dict) -> Tuple[Dict, Dict]:
+    def _log(self, name: str, ap: AudioProcessor, batch: Dict, outputs: Dict) -> Tuple[Dict, Dict]:
         """Logging shared by the training and evaluation.
 
         Args:
@@ -198,7 +197,7 @@ class GAN(BaseVocoder):
         Returns:
             Tuple[Dict, Dict]: log figures and audio samples.
         """
-        y_hat = outputs[0]["model_outputs"]
+        y_hat = outputs[0]["model_outputs"] if self.train_disc else outputs[1]["model_outputs"]
         y = batch["waveform"]
         figures = plot_results(y_hat, y, ap, name)
         sample_voice = y_hat[0].squeeze(0).detach().cpu().numpy()