import unittest import jiwer class TestAlignmentVisualizationWords(unittest.TestCase): def test_insertion(self): correct_alignment = ( "sentence 1\n" "REF: this is a ****\n" "HYP: this is a test\n" " I\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words("this is a", "this is a test"), show_measures=False ) self.assertEqual(alignment, correct_alignment) pass def test_deletion(self): correct_alignment = ( "sentence 1\n" "REF: this is a test\n" "HYP: this is a ****\n" " D\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words("this is a test", "this is a"), show_measures=False ) self.assertEqual(alignment, correct_alignment) def test_substitution(self): correct_alignment = ( "sentence 1\n" "REF: this is a test\n" "HYP: this was a test\n" " S \n" ) alignment = jiwer.visualize_alignment( jiwer.process_words("this is a test", "this was a test"), show_measures=False, ) self.assertEqual(alignment, correct_alignment) def test_all_three(self): correct_alignment = ( "sentence 1\n" "REF: this is a ***** test of skill\n" "HYP: this was a messy test ** *****\n" " S I D D\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words("this is a test of skill", "this was a messy test"), show_measures=False, ) self.assertEqual(alignment, correct_alignment) def test_show_measures(self): correct_alignment = ( "sentence 1\n" "REF: this test will have a high word error rate\n" "HYP: no it will not * **** **** ***** ****\n" " S S S D D D D D\n" "\n" "number of sentences: 1\n" "substitutions=3 deletions=5 insertions=0 hits=1\n" "\n" "mer=88.89%\n" "wil=97.22%\n" "wip=2.78%\n" "wer=88.89%\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words( "this test will have a high word error rate", "no it will not" ), show_measures=True, ) self.assertEqual(alignment, correct_alignment) def test_empty_hypothesis(self): correct_alignment = "sentence 1\n" "REF: empty\n" "HYP: *****\n" " D\n" alignment = jiwer.visualize_alignment( jiwer.process_words("empty", ""), show_measures=False ) self.assertEqual(alignment, correct_alignment) def test_multiple_sentences(self): correct_alignment = ( "sentence 1\n" "REF: one\n" "HYP: 1\n" " S\n" "\n" "sentence 2\n" "REF: two\n" "HYP: 2\n" " S\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words(["one", "two"], ["1", "2"]), show_measures=False, ) self.assertEqual(alignment, correct_alignment) def test_skip_correct(self): correct_alignment = ( "sentence 2\n" "REF: one\n" "HYP: 1\n" " S\n" "\n" "sentence 3\n" "REF: two\n" "HYP: 2\n" " S\n" ) alignment = jiwer.visualize_alignment( jiwer.process_words( ["perfect", "one", "two", "three"], ["perfect", "1", "2", "three"] ), show_measures=False, ) self.assertEqual(alignment, correct_alignment) class TestAlignmentVisualizationCharacters(unittest.TestCase): def test_insertion(self): correct_alignment = ( "sentence 1\n" "REF: this is a*****\n" "HYP: this is a test\n" " IIIII\n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters("this is a", "this is a test"), show_measures=False ) self.assertEqual(alignment, correct_alignment) pass def test_deletion(self): correct_alignment = ( "sentence 1\n" "REF: this is a test\n" "HYP: this is a*****\n" " DDDDD\n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters("this is a test", "this is a"), show_measures=False ) self.assertEqual(alignment, correct_alignment) def test_substitution(self): correct_alignment = ( "sentence 1\n" "REF: this is a test\n" "HYP: this iz a test\n" " S \n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters("this is a test", "this iz a test"), show_measures=False, ) self.assertEqual(alignment, correct_alignment) def test_all_three(self): correct_alignment = ( "sentence 1\n" "REF: this *is a tes*t of skill\n" "HYP: this was a messy te*st***\n" " IS S IS SSD SDDD\n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters( "this is a test of skill", "this was a messy test" ), show_measures=False, ) self.assertEqual(alignment, correct_alignment) def test_show_measures(self): correct_alignment = ( "sentence 1\n" "REF: this test will have a high word error rate\n" "HYP: no** i**t will n*************o***********t*\n" " SSDD SDD SDDDDDDDDDDDDD DDDDDDDDDDD D\n" "\n" "number of sentences: 1\n" "substitutions=4 deletions=29 insertions=0 hits=10\n" "\n" "cer=76.74%\n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters( "this test will have a high word error rate", "no it will not" ), show_measures=True, ) self.assertEqual(alignment, correct_alignment) def test_empty_hypothesis(self): correct_alignment = "sentence 1\n" "REF: empty\n" "HYP: *****\n" " DDDDD\n" alignment = jiwer.visualize_alignment( jiwer.process_characters("empty", ""), show_measures=False ) self.assertEqual(alignment, correct_alignment) def test_multiple_sentences(self): correct_alignment = ( "sentence 1\n" "REF: one\n" "HYP: 1**\n" " SDD\n" "\n" "sentence 2\n" "REF: two\n" "HYP: 2**\n" " SDD\n" ) alignment = jiwer.visualize_alignment( jiwer.process_characters(["one", "two"], ["1", "2"]), show_measures=False, ) self.assertEqual(alignment, correct_alignment)