diff --git a/ptp/components/text/sentence_indexer.py b/ptp/components/text/sentence_indexer.py
index 2132b63..b13c83b 100644
--- a/ptp/components/text/sentence_indexer.py
+++ b/ptp/components/text/sentence_indexer.py
@@ -190,11 +190,6 @@ def tensor_indices_to_sentences(self, data_dict):
                 # Add index to outputs.
                 output_sample.append( output_word )
 
-            # Apply fixed padding to all sequences if requested
-            # Otherwise let torch.nn.utils.rnn.pad_sequence handle it and choose a dynamic padding
-            if self.fixed_padding > 0:
-                pad_trunc_list(output_sample, self.fixed_padding)
-
             # Add sentence to batch.
             outputs_list.append(output_sample)
 
@@ -228,11 +223,6 @@ def tensor_distributions_to_sentences(self, data_dict):
                 # Add index to outputs.
                 output_sample.append( output_word )
 
-            # Apply fixed padding to all sequences if requested
-            # Otherwise let torch.nn.utils.rnn.pad_sequence handle it and choose a dynamic padding
-            if self.fixed_padding > 0:
-                pad_trunc_list(output_sample, self.fixed_padding)
-
             # Add sentence to batch.
             outputs_list.append(output_sample)