diff --git a/tensorflow_addons/seq2seq/beam_search_decoder.py b/tensorflow_addons/seq2seq/beam_search_decoder.py
index 982370bee8..bbea93463a 100644
--- a/tensorflow_addons/seq2seq/beam_search_decoder.py
+++ b/tensorflow_addons/seq2seq/beam_search_decoder.py
@@ -762,7 +762,7 @@ def output_dtype(self):
             parent_ids=tf.int32)
 
     def call(self,
-             embeddning,
+             embedding,
              start_tokens,
              end_token,
              initial_state,
@@ -780,7 +780,7 @@ def call(self,
             parallel_iterations=self.parallel_iterations,
             swap_memory=self.swap_memory,
             training=training,
-            decoder_init_input=embeddning,
+            decoder_init_input=embedding,
             decoder_init_kwargs=init_kwargs)