punctuation = ['!', '?', '…', ",", ".", "'", '-'] pu_symbols = punctuation + ["SP", "UNK"] pad = '_' # chinese zh_symbols = ['E', 'En', 'a', 'ai', 'an', 'ang', 'ao', 'b', 'c', 'ch', 'd', 'e', 'ei', 'en', 'eng', 'er', 'f', 'g', 'h', 'i', 'i0', 'ia', 'ian', 'iang', 'iao', 'ie', 'in', 'ing', 'iong', 'ir', 'iu', 'j', 'k', 'l', 'm', 'n', 'o', 'ong', 'ou', 'p', 'q', 'r', 's', 'sh', 't', 'u', 'ua', 'uai', 'uan', 'uang', 'ui', 'un', 'uo', 'v', 'van', 've', 'vn', 'w', 'x', 'y', 'z', 'zh', "AA", "EE", "OO"] num_zh_tones = 6 # japanese ja_symbols = ['I', 'N', 'U', 'a', 'b', 'by', 'ch', 'cl', 'd', 'dy', 'e', 'f', 'g', 'gy', 'h', 'hy', 'i', 'j', 'k', 'ky', 'm', 'my', 'n', 'ny', 'o', 'p', 'py', 'r', 'ry', 's', 'sh', 't', 'ts', 'u', 'V', 'w', 'y', 'z'] num_ja_tones = 1 # English en_symbols = ['aa', 'ae', 'ah', 'ao', 'aw', 'ay', 'b', 'ch', 'd', 'dh', 'eh', 'er', 'ey', 'f', 'g', 'hh', 'ih', 'iy', 'jh', 'k', 'l', 'm', 'n', 'ng', 'ow', 'oy', 'p', 'r', 's', 'sh', 't', 'th', 'uh', 'uw', 'V', 'w', 'y', 'z', 'zh'] num_en_tones = 4 # combine all symbols normal_symbols = sorted(set(zh_symbols + ja_symbols + en_symbols)) symbols = [pad] + normal_symbols + pu_symbols sil_phonemes_ids = [symbols.index(i) for i in pu_symbols] # combine all tones num_tones = num_zh_tones + num_ja_tones + num_en_tones # language maps language_id_map = { 'ZH': 0, "JA": 1, "EN": 2 } num_languages = len(language_id_map.keys()) language_tone_start_map = { 'ZH': 0, "JA": num_zh_tones, "EN": num_zh_tones + num_ja_tones } if __name__ == '__main__': a = set(zh_symbols) b = set(en_symbols) print(sorted(a&b))