from whisper.tokenizer import get_tokenizer def test_tokenizer(): gpt2_tokenizer = get_tokenizer(multilingual=False) multilingual_tokenizer = get_tokenizer(multilingual=True) text = "다람쥐 헌 쳇바퀴에 타고파" gpt2_tokens = gpt2_tokenizer.encode(text) multilingual_tokens = multilingual_tokenizer.encode(text) assert gpt2_tokenizer.decode(gpt2_tokens) == text assert multilingual_tokenizer.decode(multilingual_tokens) == text assert len(gpt2_tokens) > len(multilingual_tokens) def test_split_on_unicode(): multilingual_tokenizer = get_tokenizer(multilingual=True) tokens = [8404, 871, 287, 6, 246, 526, 3210, 20378] words, word_tokens = multilingual_tokenizer.split_tokens_on_unicode(tokens) assert words == [" elle", " est", " l", "'", "�", "é", "rit", "oire"] assert word_tokens == [[8404], [871], [287], [6], [246], [526], [3210], [20378]]