diff --git a/src/frontends/tensorflow_common/src/op/ctc_loss.cpp b/src/frontends/tensorflow_common/src/op/ctc_loss.cpp
index 1abba8801f2c64..8679379b1c72e3 100644
--- a/src/frontends/tensorflow_common/src/op/ctc_loss.cpp
+++ b/src/frontends/tensorflow_common/src/op/ctc_loss.cpp
@@ -36,7 +36,7 @@ OutputVector translate_ctc_loss_op(const NodeContext& node) {
 
     // retrieve all attributes for CTCLoss
     auto preprocess_collapse_repeated = node.get_attribute<bool>("preprocess_collapse_repeated", false);
-    auto ctc_merge_repeated = node.get_attribute<bool>("preprocess_collapse_repeated", true);
+    auto ctc_merge_repeated = node.get_attribute<bool>("ctc_merge_repeated", true);
     auto time_major = node.get_attribute<bool>("time_major", true);
 
     if (time_major) {
diff --git a/tests/layer_tests/tensorflow_tests/test_tf_CTCLoss.py b/tests/layer_tests/tensorflow_tests/test_tf_CTCLoss.py
index 0a2eae6303386e..805ab3ff52f6fd 100644
--- a/tests/layer_tests/tensorflow_tests/test_tf_CTCLoss.py
+++ b/tests/layer_tests/tensorflow_tests/test_tf_CTCLoss.py
@@ -18,7 +18,7 @@ def _prepare_input(self, inputs_dict):
             inputs_dict[input] = np.random.randint(0, 5, inputs_dict[input]).astype(np.float32)
         return inputs_dict
 
-    def create_ctcloss_placeholder_const_net(self, inputs, targets):
+    def create_ctcloss_placeholder_const_net(self, inputs, targets, preprocess_collapse_repeated, ctc_merge_repeated):
         seq_lens = np.array([inputs[2]], dtype=np.int32)
         x = [targets]
 
@@ -36,7 +36,9 @@ def create_ctcloss_placeholder_const_net(self, inputs, targets):
             tf_inputs = tf.compat.v1.placeholder(tf.float32, inputs, "inputs")
 
             ctc_loss = tf.raw_ops.CTCLoss(inputs=tf_inputs, labels_indices=indices, labels_values=vals,
-                                          sequence_length=seq_lens)
+                                          sequence_length=seq_lens,
+                                          preprocess_collapse_repeated=preprocess_collapse_repeated,
+                                          ctc_merge_repeated=ctc_merge_repeated)
             # compute exponent since CTCLoss value is -ln(prob)
             tf.math.exp(-ctc_loss[0])
 
@@ -54,11 +56,16 @@ def create_ctcloss_placeholder_const_net(self, inputs, targets):
     ]
 
     @pytest.mark.parametrize("params", test_data)
+    @pytest.mark.parametrize("preprocess_collapse_repeated", [True, False, None])
+    @pytest.mark.parametrize("ctc_merge_repeated", [True, False, None])
     @pytest.mark.precommit_tf_fe
     @pytest.mark.nightly
     @pytest.mark.skipif(platform == 'darwin', reason="Ticket - 122182")
-    def test_ctcloss_placeholder_const(self, params, ie_device, precision, ir_version, temp_dir,
+    def test_ctcloss_placeholder_const(self, params, preprocess_collapse_repeated, ctc_merge_repeated,
+                                       ie_device, precision, ir_version, temp_dir,
                                        use_new_frontend, use_old_api):
-        self._test(*self.create_ctcloss_placeholder_const_net(**params),
+        self._test(*self.create_ctcloss_placeholder_const_net(**params,
+                                                              preprocess_collapse_repeated=preprocess_collapse_repeated,
+                                                              ctc_merge_repeated=ctc_merge_repeated),
                    ie_device, precision, ir_version, temp_dir=temp_dir,
-                   use_new_frontend=use_new_frontend, use_old_api=use_old_api, custom_eps=1e-2)
+                   use_new_frontend=use_new_frontend, use_old_api=use_old_api)