from functools import cmp_to_key class Lang(): def __init__(self, code: str, *names: str): self.code = code self.names = names def __repr__(self): return f"code:{self.code}, name:{self.names}" class TranslationLang(): def __init__(self, code: str, name: str): self.nllb = Lang(code, name) self.whisper = None self.m2m100 = None self.seamlessT_Tx = None self.seamlessS_Sp = None def Whisper(self, code: str, *names: str): self.whisper = Lang(code, *names) if self.m2m100 is None: self.m2m100 = self.whisper return self def M2M100(self, code: str, name: str): self.m2m100 = Lang(code, name) return self def SeamlessT_Tx(self, code: str, name: str): self.seamlessT_Tx = Lang(code, name) if self.seamlessS_Sp is None: self.seamlessS_Sp = self.seamlessT_Tx return self def SeamlessS_Sp(self, code: str, name: str): self.seamlessS_Sp = Lang(code, name) return self def __repr__(self): result = "" if self.nllb: result += f"NLLB={self.nllb} " if self.whisper: result += f"WHISPER={self.whisper} " if self.m2m100: result += f"M2M100={self.m2m100} " if self.seamlessT_Tx: result += f"SeamlessTx={self.seamlessT_Tx} " if self.seamlessS_Sp: result += f"seamlessSp={self.seamlessS_Sp} " return f"Language {result}" """ Model available Languages [NLLB] ace_Latn:Acehnese (Latin script), aka_Latn:Akan, als_Latn:Tosk Albanian, amh_Ethi:Amharic, asm_Beng:Assamese, awa_Deva:Awadhi, ayr_Latn:Central Aymara, azb_Arab:South Azerbaijani, azj_Latn:North Azerbaijani, bak_Cyrl:Bashkir, bam_Latn:Bambara, ban_Latn:Balinese, bel_Cyrl:Belarusian, bem_Latn:Bemba, ben_Beng:Bengali, bho_Deva:Bhojpuri, bjn_Latn:Banjar (Latin script), bod_Tibt:Standard Tibetan, bug_Latn:Buginese, ceb_Latn:Cebuano, cjk_Latn:Chokwe, ckb_Arab:Central Kurdish, crh_Latn:Crimean Tatar, cym_Latn:Welsh, dik_Latn:Southwestern Dinka, diq_Latn:Southern Zaza, dyu_Latn:Dyula, dzo_Tibt:Dzongkha, ewe_Latn:Ewe, fao_Latn:Faroese, fij_Latn:Fijian, fon_Latn:Fon, fur_Latn:Friulian, fuv_Latn:Nigerian Fulfulde, gaz_Latn:West Central Oromo, gla_Latn:Scottish Gaelic, gle_Latn:Irish, grn_Latn:Guarani, guj_Gujr:Gujarati, hat_Latn:Haitian Creole, hau_Latn:Hausa, hin_Deva:Hindi, hne_Deva:Chhattisgarhi, hye_Armn:Armenian, ibo_Latn:Igbo, ilo_Latn:Ilocano, ind_Latn:Indonesian, jav_Latn:Javanese, kab_Latn:Kabyle, kac_Latn:Jingpho, kam_Latn:Kamba, kan_Knda:Kannada, kas_Arab:Kashmiri (Arabic script), kas_Deva:Kashmiri (Devanagari script), kat_Geor:Georgian, kaz_Cyrl:Kazakh, kbp_Latn:Kabiyè, kea_Latn:Kabuverdianu, khk_Cyrl:Halh Mongolian, khm_Khmr:Khmer, kik_Latn:Kikuyu, kin_Latn:Kinyarwanda, kir_Cyrl:Kyrgyz, kmb_Latn:Kimbundu, kmr_Latn:Northern Kurdish, knc_Arab:Central Kanuri (Arabic script), knc_Latn:Central Kanuri (Latin script), kon_Latn:Kikongo, lao_Laoo:Lao, lij_Latn:Ligurian, lim_Latn:Limburgish, lin_Latn:Lingala, lmo_Latn:Lombard, ltg_Latn:Latgalian, ltz_Latn:Luxembourgish, lua_Latn:Luba-Kasai, lug_Latn:Ganda, luo_Latn:Luo, lus_Latn:Mizo, mag_Deva:Magahi, mai_Deva:Maithili, mal_Mlym:Malayalam, mar_Deva:Marathi, min_Latn:Minangkabau (Latin script), mlt_Latn:Maltese, mni_Beng:Meitei (Bengali script), mos_Latn:Mossi, mri_Latn:Maori, mya_Mymr:Burmese, npi_Deva:Nepali, nso_Latn:Northern Sotho, nus_Latn:Nuer, nya_Latn:Nyanja, ory_Orya:Odia, pag_Latn:Pangasinan, pan_Guru:Eastern Panjabi, pap_Latn:Papiamento, pbt_Arab:Southern Pashto, pes_Arab:Western Persian, plt_Latn:Plateau Malagasy, prs_Arab:Dari, quy_Latn:Ayacucho Quechua, run_Latn:Rundi, sag_Latn:Sango, san_Deva:Sanskrit, sat_Beng:Santali, scn_Latn:Sicilian, shn_Mymr:Shan, sin_Sinh:Sinhala, smo_Latn:Samoan, sna_Latn:Shona, snd_Arab:Sindhi, som_Latn:Somali, sot_Latn:Southern Sotho, srd_Latn:Sardinian, ssw_Latn:Swati, sun_Latn:Sundanese, swh_Latn:Swahili, szl_Latn:Silesian, tam_Taml:Tamil, taq_Latn:Tamasheq (Latin script), tat_Cyrl:Tatar, tel_Telu:Telugu, tgk_Cyrl:Tajik, tgl_Latn:Tagalog, tha_Thai:Thai, tir_Ethi:Tigrinya, tpi_Latn:Tok Pisin, tsn_Latn:Tswana, tso_Latn:Tsonga, tuk_Latn:Turkmen, tum_Latn:Tumbuka, tur_Latn:Turkish, twi_Latn:Twi, tzm_Tfng:Central Atlas Tamazight, uig_Arab:Uyghur, umb_Latn:Umbundu, urd_Arab:Urdu, uzn_Latn:Northern Uzbek, vec_Latn:Venetian, war_Latn:Waray, wol_Latn:Wolof, xho_Latn:Xhosa, ydd_Hebr:Eastern Yiddish, yor_Latn:Yoruba, zsm_Latn:Standard Malay, zul_Latn:Zulu https://github.com/facebookresearch/LASER/blob/main/nllb/README.md In the NLLB model, languages are identified by a FLORES-200 code of the form {language}_{script}, where the language is an ISO 639-3 code and the script is an ISO 15924 code. https://github.com/sillsdev/serval/wiki/FLORES%E2%80%90200-Language-Code-Resolution-for-NMT-Engine [whisper] en:english, zh:chinese, de:german, es:spanish, ru:russian, ko:korean, fr:french, ja:japanese, pt:portuguese, tr:turkish, pl:polish, ca:catalan, nl:dutch, ar:arabic, sv:swedish, it:italian, id:indonesian, hi:hindi, fi:finnish, vi:vietnamese, he:hebrew, uk:ukrainian, el:greek, ms:malay, cs:czech, ro:romanian, da:danish, hu:hungarian, ta:tamil, no:norwegian, th:thai, ur:urdu, hr:croatian, bg:bulgarian, lt:lithuanian, la:latin, mi:maori, ml:malayalam, cy:welsh, sk:slovak, te:telugu, fa:persian, lv:latvian, bn:bengali, sr:serbian, az:azerbaijani, sl:slovenian, kn:kannada, et:estonian, mk:macedonian, br:breton, eu:basque, is:icelandic, hy:armenian, ne:nepali, mn:mongolian, bs:bosnian, kk:kazakh, sq:albanian, sw:swahili, gl:galician, mr:marathi, pa:punjabi, si:sinhala, km:khmer, sn:shona, yo:yoruba, so:somali, af:afrikaans, oc:occitan, ka:georgian, be:belarusian, tg:tajik, sd:sindhi, gu:gujarati, am:amharic, yi:yiddish, lo:lao, uz:uzbek, fo:faroese, ht:haitian creole, ps:pashto, tk:turkmen, nn:nynorsk, mt:maltese, sa:sanskrit, lb:luxembourgish, my:myanmar, bo:tibetan, tl:tagalog, mg:malagasy, as:assamese, tt:tatar, haw:hawaiian, ln:lingala, ha:hausa, ba:bashkir, jw:javanese, su:sundanese, yue:cantonese, https://github.com/openai/whisper/blob/main/whisper/tokenizer.py [m2m100] af:Afrikaans, am:Amharic, ar:Arabic, ast:Asturian, az:Azerbaijani, ba:Bashkir, be:Belarusian, bg:Bulgarian, bn:Bengali, br:Breton, bs:Bosnian, ca:Catalan; Valencian, ceb:Cebuano, cs:Czech, cy:Welsh, da:Danish, de:German, el:Greek, en:English, es:Spanish, et:Estonian, fa:Persian, ff:Fulah, fi:Finnish, fr:French, fy:Western Frisian, ga:Irish, gd:Gaelic; Scottish Gaelic, gl:Galician, gu:Gujarati, ha:Hausa, he:Hebrew, hi:Hindi, hr:Croatian, ht:Haitian; Haitian Creole, hu:Hungarian, hy:Armenian, id:Indonesian, ig:Igbo, ilo:Iloko, is:Icelandic, it:Italian, ja:Japanese, jv:Javanese, ka:Georgian, kk:Kazakh, km:Central Khmer, kn:Kannada, ko:Korean, lb:Luxembourgish; Letzeburgesch, lg:Ganda, ln:Lingala, lo:Lao, lt:Lithuanian, lv:Latvian, mg:Malagasy, mk:Macedonian, ml:Malayalam, mn:Mongolian, mr:Marathi, ms:Malay, my:Burmese, ne:Nepali, nl:Dutch; Flemish, no:Norwegian, ns:Northern Sotho, Occitan (oc:post 1500), or:Oriya, pa:Panjabi; Punjabi, pl:Polish, ps:Pushto; Pashto, pt:Portuguese, ro:Romanian; Moldavian; Moldovan, ru:Russian, sd:Sindhi, si:Sinhala; Sinhalese, sk:Slovak, sl:Slovenian, so:Somali, sq:Albanian, sr:Serbian, ss:Swati, su:Sundanese, sv:Swedish, sw:Swahili, ta:Tamil, th:Thai, tl:Tagalog, tn:Tswana, tr:Turkish, uk:Ukrainian, ur:Urdu, uz:Uzbek, vi:Vietnamese, wo:Wolof, xh:Xhosa, yi:Yiddish, yo:Yoruba, zh:Chinese, zu:Zulu https://huggingface.co/facebook/m2m100_1.2B The available languages for m2m100 and whisper are almost identical. Most of the codes correspond to the ISO 639-1 standard. For detailed information, please refer to the official documentation provided. [seamless] Source:Sp afr:Afrikaans, amh:Amharic, arb:Modern Standard Arabic, ary:Moroccan Arabic, arz:Egyptian Arabic, asm:Assamese, ast:Asturian, azj:North Azerbaijani, bel:Belarusian, ben:Bengali, bos:Bosnian, bul:Bulgarian, cat:Catalan, ceb:Cebuano, ces:Czech, ckb:Central Kurdish, cmn:Mandarin Chinese, cmn_Hant:Mandarin Chinese, cym:Welsh, dan:Danish, deu:German, ell:Greek, eng:English, est:Estonian, eus:Basque, fin:Finnish, fra:French, fuv:Nigerian Fulfulde, gaz:West Central Oromo, gle:Irish, glg:Galician, guj:Gujarati, heb:Hebrew, hin:Hindi, hrv:Croatian, hun:Hungarian, hye:Armenian, ibo:Igbo, ind:Indonesian, isl:Icelandic, ita:Italian, jav:Javanese, jpn:Japanese, kam:Kamba, kan:Kannada, kat:Georgian, kaz:Kazakh, kea:Kabuverdianu, khk:Halh Mongolian, khm:Khmer, kir:Kyrgyz, kor:Korean, lao:Lao, lit:Lithuanian, ltz:Luxembourgish, lug:Ganda, luo:Luo, lvs:Standard Latvian, mai:Maithili, mal:Malayalam, mar:Marathi, mkd:Macedonian, mlt:Maltese, mni:Meitei, mya:Burmese, nld:Dutch, nno:Norwegian Nynorsk, nob:Norwegian Bokmål, npi:Nepali, nya:Nyanja, oci:Occitan, ory:Odia, pan:Punjabi, pbt:Southern Pashto, pes:Western Persian, pol:Polish, por:Portuguese, ron:Romanian, rus:Russian, slk:Slovak, slv:Slovenian, sna:Shona, snd:Sindhi, som:Somali, spa:Spanish, srp:Serbian, swe:Swedish, swh:Swahili, tam:Tamil, tel:Telugu, tgk:Tajik, tgl:Tagalog, tha:Thai, tur:Turkish, ukr:Ukrainian, urd:Urdu, uzn:Northern Uzbek, vie:Vietnamese, xho:Xhosa, yor:Yoruba, yue:Cantonese, zlm:Colloquial Malay, zul:Zulu, Target:Tx afr:Afrikaans, amh:Amharic, arb:Modern Standard Arabic, ary:Moroccan Arabic, arz:Egyptian Arabic, asm:Assamese, azj:North Azerbaijani, bel:Belarusian, ben:Bengali, bos:Bosnian, bul:Bulgarian, cat:Catalan, ceb:Cebuano, ces:Czech, ckb:Central Kurdish, cmn:Mandarin Chinese, cmn_Hant:Mandarin Chinese, cym:Welsh, dan:Danish, deu:German, ell:Greek, eng:English, est:Estonian, eus:Basque, fin:Finnish, fra:French, fuv:Nigerian Fulfulde, gaz:West Central Oromo, gle:Irish, glg:Galician, guj:Gujarati, heb:Hebrew, hin:Hindi, hrv:Croatian, hun:Hungarian, hye:Armenian, ibo:Igbo, ind:Indonesian, isl:Icelandic, ita:Italian, jav:Javanese, jpn:Japanese, kan:Kannada, kat:Georgian, kaz:Kazakh, khk:Halh Mongolian, khm:Khmer, kir:Kyrgyz, kor:Korean, lao:Lao, lit:Lithuanian, lug:Ganda, luo:Luo, lvs:Standard Latvian, mai:Maithili, mal:Malayalam, mar:Marathi, mkd:Macedonian, mlt:Maltese, mni:Meitei, mya:Burmese, nld:Dutch, nno:Norwegian Nynorsk, nob:Norwegian Bokmål, npi:Nepali, nya:Nyanja, ory:Odia, pan:Punjabi, pbt:Southern Pashto, pes:Western Persian, pol:Polish, por:Portuguese, ron:Romanian, rus:Russian, slk:Slovak, slv:Slovenian, sna:Shona, snd:Sindhi, som:Somali, spa:Spanish, srp:Serbian, swe:Swedish, swh:Swahili, tam:Tamil, tel:Telugu, tgk:Tajik, tgl:Tagalog, tha:Thai, tur:Turkish, ukr:Ukrainian, urd:Urdu, uzn:Northern Uzbek, vie:Vietnamese, yor:Yoruba, yue:Cantonese, zsm:Standard Malay(Source Tx only), zul:Zulu, Source:Sp, Tx ／ Target:Sp, Tx arb:Modern Standard Arabic, ben:Bengali, cat:Catalan, ces:Czech, cmn:Mandarin Chinese, cmn_Hant:Mandarin Chinese, cym:Welsh, dan:Danish, deu:German, eng:English, est:Estonian, fin:Finnish, fra:French, hin:Hindi, ind:Indonesian, ita:Italian, jpn:Japanese, kor:Korean, mlt:Maltese, nld:Dutch, pes:Western Persian, pol:Polish, por:Portuguese, ron:Romanian, rus:Russian, slk:Slovak, spa:Spanish, swe:Swedish, swh:Swahili, tel:Telugu, tgl:Tagalog, tha:Thai, tur:Turkish, ukr:Ukrainian, urd:Urdu, uzn:Northern Uzbek, vie:Vietnamese, https://huggingface.co/facebook/seamless-m4t-v2-large """ TranslationLangs = [ TranslationLang("ace_Arab", "Acehnese (Arabic script)"), TranslationLang("ace_Latn", "Acehnese (Latin script)"), TranslationLang("acm_Arab", "Mesopotamian Arabic").Whisper("ar", "Arabic"), TranslationLang("acq_Arab", "Ta’izzi-Adeni Arabic").Whisper("ar", "Arabic"), TranslationLang("aeb_Arab", "Tunisian Arabic"), TranslationLang("afr_Latn", "Afrikaans").Whisper("af", "Afrikaans").SeamlessT_Tx("afr", "Afrikaans"), TranslationLang("ajp_Arab", "South Levantine Arabic").Whisper("ar", "Arabic"), TranslationLang("aka_Latn", "Akan"), TranslationLang("amh_Ethi", "Amharic").Whisper("am", "Amharic").SeamlessT_Tx("amh", "Amharic"), TranslationLang("apc_Arab", "North Levantine Arabic").Whisper("ar", "Arabic"), TranslationLang("arb_Arab", "Modern Standard Arabic").Whisper("ar", "Arabic").SeamlessT_Tx("arb", "Modern Standard Arabic"), TranslationLang("arb_Latn", "Modern Standard Arabic (Romanized)"), TranslationLang("ars_Arab", "Najdi Arabic").Whisper("ar", "Arabic"), TranslationLang("ary_Arab", "Moroccan Arabic").Whisper("ar", "Arabic").SeamlessT_Tx("ary", "Moroccan Arabic"), TranslationLang("arz_Arab", "Egyptian Arabic").Whisper("ar", "Arabic").SeamlessT_Tx("arz", "Egyptian Arabic"), TranslationLang("asm_Beng", "Assamese").Whisper("as", "Assamese").SeamlessT_Tx("asm", "Assamese"), TranslationLang("ast_Latn", "Asturian").M2M100("ast", "Asturian").SeamlessS_Sp("ast", "Asturian"), TranslationLang("awa_Deva", "Awadhi"), TranslationLang("ayr_Latn", "Central Aymara"), TranslationLang("azb_Arab", "South Azerbaijani").Whisper("az", "Azerbaijani"), TranslationLang("azj_Latn", "North Azerbaijani").Whisper("az", "Azerbaijani").SeamlessT_Tx("azj", "North Azerbaijani"), TranslationLang("bak_Cyrl", "Bashkir").Whisper("ba", "Bashkir"), TranslationLang("bam_Latn", "Bambara"), TranslationLang("ban_Latn", "Balinese"), TranslationLang("bel_Cyrl", "Belarusian").Whisper("be", "Belarusian").SeamlessT_Tx("bel", "Belarusian"), TranslationLang("bem_Latn", "Bemba"), TranslationLang("ben_Beng", "Bengali").Whisper("bn", "Bengali").SeamlessT_Tx("ben", "Bengali"), TranslationLang("bho_Deva", "Bhojpuri"), TranslationLang("bjn_Arab", "Banjar (Arabic script)"), TranslationLang("bjn_Latn", "Banjar (Latin script)"), TranslationLang("bod_Tibt", "Standard Tibetan").Whisper("bo", "Tibetan"), TranslationLang("bos_Latn", "Bosnian").Whisper("bs", "Bosnian").SeamlessT_Tx("bos", "Bosnian"), TranslationLang("bug_Latn", "Buginese"), TranslationLang("bul_Cyrl", "Bulgarian").Whisper("bg", "Bulgarian").SeamlessT_Tx("bul", "Bulgarian"), TranslationLang("cat_Latn", "Catalan").Whisper("ca", "Catalan", "valencian").SeamlessT_Tx("cat", "Catalan"), TranslationLang("ceb_Latn", "Cebuano").M2M100("ceb", "Cebuano").SeamlessT_Tx("ceb", "Cebuano"), TranslationLang("ces_Latn", "Czech").Whisper("cs", "Czech").SeamlessT_Tx("ces", "Czech"), TranslationLang("cjk_Latn", "Chokwe"), TranslationLang("ckb_Arab", "Central Kurdish").SeamlessT_Tx("ckb", "Central Kurdish"), TranslationLang("crh_Latn", "Crimean Tatar"), TranslationLang("cym_Latn", "Welsh").Whisper("cy", "Welsh").SeamlessT_Tx("cym", "Welsh"), TranslationLang("dan_Latn", "Danish").Whisper("da", "Danish").SeamlessT_Tx("dan", "Danish"), TranslationLang("deu_Latn", "German").Whisper("de", "German").SeamlessT_Tx("deu", "German"), TranslationLang("dik_Latn", "Southwestern Dinka"), TranslationLang("dyu_Latn", "Dyula"), TranslationLang("dzo_Tibt", "Dzongkha"), TranslationLang("ell_Grek", "Greek").Whisper("el", "Greek").SeamlessT_Tx("ell", "Greek"), TranslationLang("eng_Latn", "English").Whisper("en", "English").SeamlessT_Tx("eng", "English"), TranslationLang("epo_Latn", "Esperanto"), TranslationLang("est_Latn", "Estonian").Whisper("et", "Estonian").SeamlessT_Tx("est", "Estonian"), TranslationLang("eus_Latn", "Basque").Whisper("eu", "Basque").SeamlessT_Tx("eus", "Basque"), TranslationLang("ewe_Latn", "Ewe"), TranslationLang("fao_Latn", "Faroese").Whisper("fo", "Faroese"), TranslationLang("fij_Latn", "Fijian"), TranslationLang("fin_Latn", "Finnish").Whisper("fi", "Finnish").SeamlessT_Tx("fin", "Finnish"), TranslationLang("fon_Latn", "Fon"), TranslationLang("fra_Latn", "French").Whisper("fr", "French").SeamlessT_Tx("fra", "French"), TranslationLang("fur_Latn", "Friulian"), TranslationLang("fuv_Latn", "Nigerian Fulfulde").M2M100("ff", "Fulah").SeamlessT_Tx("fuv", "Nigerian Fulfulde"), TranslationLang("gla_Latn", "Scottish Gaelic").M2M100("gd", "Scottish Gaelic"), TranslationLang("gle_Latn", "Irish").M2M100("ga", "Irish").SeamlessT_Tx("gle", "Irish"), TranslationLang("glg_Latn", "Galician").Whisper("gl", "Galician").SeamlessT_Tx("glg", "Galician"), TranslationLang("grn_Latn", "Guarani"), TranslationLang("guj_Gujr", "Gujarati").Whisper("gu", "Gujarati").SeamlessT_Tx("guj", "Gujarati"), TranslationLang("hat_Latn", "Haitian Creole").Whisper("ht", "Haitian creole", "haitian"), TranslationLang("hau_Latn", "Hausa").Whisper("ha", "Hausa"), TranslationLang("heb_Hebr", "Hebrew").Whisper("he", "Hebrew").SeamlessT_Tx("heb", "Hebrew"), TranslationLang("hin_Deva", "Hindi").Whisper("hi", "Hindi").SeamlessT_Tx("hin", "Hindi"), TranslationLang("hne_Deva", "Chhattisgarhi"), TranslationLang("hrv_Latn", "Croatian").Whisper("hr", "Croatian").SeamlessT_Tx("hrv", "Croatian"), TranslationLang("hun_Latn", "Hungarian").Whisper("hu", "Hungarian").SeamlessT_Tx("hun", "Hungarian"), TranslationLang("hye_Armn", "Armenian").Whisper("hy", "Armenian").SeamlessT_Tx("hye", "Armenian"), TranslationLang("ibo_Latn", "Igbo").M2M100("ig", "Igbo").SeamlessT_Tx("ibo", "Igbo"), TranslationLang("ilo_Latn", "Ilocano").M2M100("ilo", "Iloko"), TranslationLang("ind_Latn", "Indonesian").Whisper("id", "Indonesian").SeamlessT_Tx("ind", "Indonesian"), TranslationLang("isl_Latn", "Icelandic").Whisper("is", "Icelandic").SeamlessT_Tx("isl", "Icelandic"), TranslationLang("ita_Latn", "Italian").Whisper("it", "Italian").SeamlessT_Tx("ita", "Italian"), TranslationLang("jav_Latn", "Javanese").Whisper("jw", "Javanese").M2M100("jv", "Javanese").SeamlessT_Tx("jav", "Javanese"), TranslationLang("jpn_Jpan", "Japanese").Whisper("ja", "Japanese").SeamlessT_Tx("jpn", "Japanese"), TranslationLang("kab_Latn", "Kabyle"), TranslationLang("kac_Latn", "Jingpho"), TranslationLang("kam_Latn", "Kamba").SeamlessS_Sp("kam", "Kamba"), TranslationLang("kan_Knda", "Kannada").Whisper("kn", "Kannada").SeamlessT_Tx("kan", "Kannada"), TranslationLang("kas_Arab", "Kashmiri (Arabic script)"), TranslationLang("kas_Deva", "Kashmiri (Devanagari script)"), TranslationLang("kat_Geor", "Georgian").Whisper("ka", "Georgian").SeamlessT_Tx("kat", "Georgian"), TranslationLang("knc_Arab", "Central Kanuri (Arabic script)"), TranslationLang("knc_Latn", "Central Kanuri (Latin script)"), TranslationLang("kaz_Cyrl", "Kazakh").Whisper("kk", "Kazakh").SeamlessT_Tx("kaz", "Kazakh"), TranslationLang("kbp_Latn", "Kabiyè"), TranslationLang("kea_Latn", "Kabuverdianu").SeamlessS_Sp("kea", "Kabuverdianu"), TranslationLang("khm_Khmr", "Khmer").Whisper("km", "Khmer").SeamlessT_Tx("khm", "Khmer"), TranslationLang("kik_Latn", "Kikuyu"), TranslationLang("kin_Latn", "Kinyarwanda"), TranslationLang("kir_Cyrl", "Kyrgyz").SeamlessT_Tx("kir", "Kyrgyz"), TranslationLang("kmb_Latn", "Kimbundu"), TranslationLang("kmr_Latn", "Northern Kurdish"), TranslationLang("kon_Latn", "Kikongo"), TranslationLang("kor_Hang", "Korean").Whisper("ko", "Korean").SeamlessT_Tx("kor", "Korean"), TranslationLang("lao_Laoo", "Lao").Whisper("lo", "Lao").SeamlessT_Tx("lao", "Lao"), TranslationLang("lij_Latn", "Ligurian"), TranslationLang("lim_Latn", "Limburgish"), TranslationLang("lin_Latn", "Lingala").Whisper("ln", "Lingala"), TranslationLang("lit_Latn", "Lithuanian").Whisper("lt", "Lithuanian").SeamlessT_Tx("lit", "Lithuanian"), TranslationLang("lmo_Latn", "Lombard"), TranslationLang("ltg_Latn", "Latgalian"), TranslationLang("ltz_Latn", "Luxembourgish").Whisper("lb", "Luxembourgish", "letzeburgesch").SeamlessS_Sp("ltz", "Luxembourgish"), TranslationLang("lua_Latn", "Luba-Kasai"), TranslationLang("lug_Latn", "Ganda").M2M100("lg", "Ganda").SeamlessT_Tx("lug", "Ganda"), TranslationLang("luo_Latn", "Luo").SeamlessT_Tx("luo", "Luo"), TranslationLang("lus_Latn", "Mizo"), TranslationLang("lvs_Latn", "Standard Latvian").Whisper("lv", "Latvian").SeamlessT_Tx("lvs", "Standard Latvian"), TranslationLang("mag_Deva", "Magahi"), TranslationLang("mai_Deva", "Maithili").SeamlessT_Tx("mai", "Maithili"), TranslationLang("mal_Mlym", "Malayalam").Whisper("ml", "Malayalam").SeamlessT_Tx("mal", "Malayalam"), TranslationLang("mar_Deva", "Marathi").Whisper("mr", "Marathi").SeamlessT_Tx("mar", "Marathi"), TranslationLang("min_Arab", "Minangkabau (Arabic script)"), TranslationLang("min_Latn", "Minangkabau (Latin script)"), TranslationLang("mkd_Cyrl", "Macedonian").Whisper("mk", "Macedonian").SeamlessT_Tx("mkd", "Macedonian"), TranslationLang("plt_Latn", "Plateau Malagasy").Whisper("mg", "Malagasy"), TranslationLang("mlt_Latn", "Maltese").Whisper("mt", "Maltese").SeamlessT_Tx("mlt", "Maltese"), TranslationLang("mni_Beng", "Meitei (Bengali script)").SeamlessT_Tx("mni", "Meitei"), TranslationLang("khk_Cyrl", "Halh Mongolian").Whisper("mn", "Mongolian").SeamlessT_Tx("khk", "Halh Mongolian"), TranslationLang("mos_Latn", "Mossi"), TranslationLang("mri_Latn", "Maori").Whisper("mi", "Maori"), TranslationLang("mya_Mymr", "Burmese").Whisper("my", "Myanmar", "burmese").SeamlessT_Tx("mya", "Burmese"), TranslationLang("nld_Latn", "Dutch").Whisper("nl", "Dutch", "flemish").SeamlessT_Tx("nld", "Dutch"), TranslationLang("nno_Latn", "Norwegian Nynorsk").Whisper("nn", "Nynorsk").SeamlessT_Tx("nno", "Norwegian Nynorsk"), TranslationLang("nob_Latn", "Norwegian Bokmål").Whisper("no", "Norwegian").SeamlessT_Tx("nob", "Norwegian Bokmål"), TranslationLang("npi_Deva", "Nepali").Whisper("ne", "Nepali").SeamlessT_Tx("npi", "Nepali"), TranslationLang("nso_Latn", "Northern Sotho").M2M100("ns", "Northern Sotho"), TranslationLang("nus_Latn", "Nuer"), TranslationLang("nya_Latn", "Nyanja").SeamlessT_Tx("nya", "Nyanja"), TranslationLang("oci_Latn", "Occitan").Whisper("oc", "Occitan").SeamlessS_Sp("oci", "Occitan"), TranslationLang("gaz_Latn", "West Central Oromo").SeamlessT_Tx("gaz", "West Central Oromo"), TranslationLang("ory_Orya", "Odia").M2M100("or", "Oriya").SeamlessT_Tx("ory", "Odia"), TranslationLang("pag_Latn", "Pangasinan"), TranslationLang("pan_Guru", "Eastern Panjabi").Whisper("pa", "Punjabi", "panjabi").SeamlessT_Tx("pan", "Punjabi"), TranslationLang("pap_Latn", "Papiamento"), TranslationLang("pes_Arab", "Western Persian").Whisper("fa", "Persian").SeamlessT_Tx("pes", "Western Persian"), TranslationLang("pol_Latn", "Polish").Whisper("pl", "Polish").SeamlessT_Tx("pol", "Polish"), TranslationLang("por_Latn", "Portuguese").Whisper("pt", "Portuguese").SeamlessT_Tx("por", "Portuguese"), TranslationLang("prs_Arab", "Dari"), TranslationLang("pbt_Arab", "Southern Pashto").Whisper("ps", "Pashto", "pushto").SeamlessT_Tx("pbt", "Southern Pashto"), TranslationLang("quy_Latn", "Ayacucho Quechua"), TranslationLang("ron_Latn", "Romanian").Whisper("ro", "Romanian", "moldavian", "moldovan").SeamlessT_Tx("ron", "Romanian"), TranslationLang("run_Latn", "Rundi"), TranslationLang("rus_Cyrl", "Russian").Whisper("ru", "Russian").SeamlessT_Tx("rus", "Russian"), TranslationLang("sag_Latn", "Sango"), TranslationLang("san_Deva", "Sanskrit").Whisper("sa", "Sanskrit"), TranslationLang("sat_Olck", "Santali"), TranslationLang("scn_Latn", "Sicilian"), TranslationLang("shn_Mymr", "Shan"), TranslationLang("sin_Sinh", "Sinhala").Whisper("si", "Sinhala", "sinhalese"), TranslationLang("slk_Latn", "Slovak").Whisper("sk", "Slovak").SeamlessT_Tx("slk", "Slovak"), TranslationLang("slv_Latn", "Slovenian").Whisper("sl", "Slovenian").SeamlessT_Tx("slv", "Slovenian"), TranslationLang("smo_Latn", "Samoan"), TranslationLang("sna_Latn", "Shona").Whisper("sn", "Shona").SeamlessT_Tx("sna", "Shona"), TranslationLang("snd_Arab", "Sindhi").Whisper("sd", "Sindhi").SeamlessT_Tx("snd", "Sindhi"), TranslationLang("som_Latn", "Somali").Whisper("so", "Somali").SeamlessT_Tx("som", "Somali"), TranslationLang("sot_Latn", "Southern Sotho"), TranslationLang("spa_Latn", "Spanish").Whisper("es", "Spanish", "castilian").SeamlessT_Tx("spa", "Spanish"), TranslationLang("als_Latn", "Tosk Albanian").Whisper("sq", "Albanian"), TranslationLang("srd_Latn", "Sardinian"), TranslationLang("srp_Cyrl", "Serbian").Whisper("sr", "Serbian").SeamlessT_Tx("srp", "Serbian"), TranslationLang("ssw_Latn", "Swati").M2M100("ss", "Swati"), TranslationLang("sun_Latn", "Sundanese").Whisper("su", "Sundanese"), TranslationLang("swe_Latn", "Swedish").Whisper("sv", "Swedish").SeamlessT_Tx("swe", "Swedish"), TranslationLang("swh_Latn", "Swahili").Whisper("sw", "Swahili").SeamlessT_Tx("swh", "Swahili"), TranslationLang("szl_Latn", "Silesian"), TranslationLang("tam_Taml", "Tamil").Whisper("ta", "Tamil").SeamlessT_Tx("tam", "Tamil"), TranslationLang("tat_Cyrl", "Tatar").Whisper("tt", "Tatar"), TranslationLang("tel_Telu", "Telugu").Whisper("te", "Telugu").SeamlessT_Tx("tel", "Telugu"), TranslationLang("tgk_Cyrl", "Tajik").Whisper("tg", "Tajik").SeamlessT_Tx("tgk", "Tajik"), TranslationLang("tgl_Latn", "Tagalog").Whisper("tl", "Tagalog").SeamlessT_Tx("tgl", "Tagalog"), TranslationLang("tha_Thai", "Thai").Whisper("th", "Thai").SeamlessT_Tx("tha", "Thai"), TranslationLang("tir_Ethi", "Tigrinya"), TranslationLang("taq_Latn", "Tamasheq (Latin script)"), TranslationLang("taq_Tfng", "Tamasheq (Tifinagh script)"), TranslationLang("tpi_Latn", "Tok Pisin"), TranslationLang("tsn_Latn", "Tswana").M2M100("tn", "Tswana"), TranslationLang("tso_Latn", "Tsonga"), TranslationLang("tuk_Latn", "Turkmen").Whisper("tk", "Turkmen"), TranslationLang("tum_Latn", "Tumbuka"), TranslationLang("tur_Latn", "Turkish").Whisper("tr", "Turkish").SeamlessT_Tx("tur", "Turkish"), TranslationLang("twi_Latn", "Twi"), TranslationLang("tzm_Tfng", "Central Atlas Tamazight"), TranslationLang("uig_Arab", "Uyghur"), TranslationLang("ukr_Cyrl", "Ukrainian").Whisper("uk", "Ukrainian").SeamlessT_Tx("ukr", "Ukrainian"), TranslationLang("umb_Latn", "Umbundu"), TranslationLang("urd_Arab", "Urdu").Whisper("ur", "Urdu").SeamlessT_Tx("urd", "Urdu"), TranslationLang("uzn_Latn", "Northern Uzbek").Whisper("uz", "Uzbek").SeamlessT_Tx("uzn", "Northern Uzbek"), TranslationLang("vec_Latn", "Venetian"), TranslationLang("vie_Latn", "Vietnamese").Whisper("vi", "Vietnamese").SeamlessT_Tx("vie", "Vietnamese"), TranslationLang("war_Latn", "Waray"), TranslationLang("wol_Latn", "Wolof").M2M100("wo", "Wolof"), TranslationLang("xho_Latn", "Xhosa").M2M100("xh", "Xhosa").SeamlessS_Sp("xho", "Xhosa"), TranslationLang("ydd_Hebr", "Eastern Yiddish").Whisper("yi", "Yiddish"), TranslationLang("yor_Latn", "Yoruba").Whisper("yo", "Yoruba").SeamlessT_Tx("yor", "Yoruba"), TranslationLang("yue_Hant", "Yue Chinese").Whisper("yue", "cantonese").M2M100("zh", "Chinese (zh-yue)").SeamlessT_Tx("yue", "Cantonese"), TranslationLang("zho_Hans", "Chinese (Simplified)").Whisper("zh", "Chinese (Simplified)", "Chinese", "mandarin").SeamlessT_Tx("cmn", "Mandarin Chinese (Simplified)"), TranslationLang("zho_Hant", "Chinese (Traditional)").Whisper("zh", "Chinese (Traditional)").SeamlessT_Tx("cmn_Hant", "Mandarin Chinese (Traditional)"), TranslationLang("zsm_Latn", "Standard Malay").Whisper("ms", "Malay").SeamlessT_Tx("zsm", "Standard Malay").SeamlessS_Sp("zlm", "Colloquial Malay"), #msa:Malay (macrolanguage), zsm:Standard Malay, zlm:Malay (individual language), TranslationLang("zul_Latn", "Zulu").M2M100("zu", "Zulu").SeamlessT_Tx("zul", "Zulu"), # TranslationLang(None, None).Whisper("br", "Breton"), # Both whisper and m2m100 support the Breton language, but nllb does not have this language. ] _TO_LANG_NAME_NLLB = {name.lower(): language for language in TranslationLangs if language.nllb is not None for name in language.nllb.names} _TO_LANG_NAME_M2M100 = {name.lower(): language for language in TranslationLangs if language.m2m100 is not None for name in language.m2m100.names} _TO_LANG_NAME_WHISPER = {name.lower(): language for language in TranslationLangs if language.whisper is not None for name in language.whisper.names} _TO_LANG_NAME_SeamlessTx = {name.lower(): language for language in TranslationLangs if language.seamlessT_Tx is not None for name in language.seamlessT_Tx.names} _TO_LANG_CODE_WHISPER = {language.whisper.code.lower(): language for language in TranslationLangs if language.whisper is not None and len(language.whisper.code) > 0} def get_lang_from_nllb_name(nllbName, default=None) -> TranslationLang: """Return the TranslationLang from the lang_name_nllb.""" return _TO_LANG_NAME_NLLB.get(nllbName.lower() if nllbName else None, default) def get_lang_from_m2m100_name(m2m100Name, default=None) -> TranslationLang: """Return the TranslationLang from the lang_name_m2m100 name.""" return _TO_LANG_NAME_M2M100.get(m2m100Name.lower() if m2m100Name else None, default) def get_lang_from_whisper_name(whisperName, default=None) -> TranslationLang: """Return the TranslationLang from the lang_name_whisper name.""" return _TO_LANG_NAME_WHISPER.get(whisperName.lower() if whisperName else None, default) def get_lang_from_seamlessT_Tx_name(seamlessT_TxName, default=None) -> TranslationLang: """Return the TranslationLang from the lang_name_seamlessT_Tx name.""" return _TO_LANG_NAME_SeamlessTx.get(seamlessT_TxName.lower() if seamlessT_TxName else None, default) def get_lang_from_whisper_code(whisperCode, default=None) -> TranslationLang: """Return the TranslationLang from the lang_code_whisper.""" return _TO_LANG_CODE_WHISPER.get(whisperCode, default) def get_lang_nllb_names(): """Return a list of nllb language names.""" return list(_TO_LANG_NAME_NLLB.keys()) def get_lang_m2m100_names(codes = []): """Return a list of m2m100 language names.""" return list({name.lower(): None for language in TranslationLangs if language.m2m100 is not None and (len(codes) == 0 or any(code in language.m2m100.code for code in codes)) for name in language.m2m100.names}.keys()) def get_lang_seamlessT_Tx_names(codes = []): """Return a list of seamlessT_Tx language names.""" return list({name.lower(): None for language in TranslationLangs if language.seamlessT_Tx is not None and (len(codes) == 0 or any(code in language.seamlessT_Tx.code for code in codes)) for name in language.seamlessT_Tx.names}.keys()) def get_lang_whisper_names(): """Return a list of whisper language names.""" return list(_TO_LANG_NAME_WHISPER.keys()) def sort_lang_by_whisper_codes(specified_order: list = []): def sort_by_whisper_code(lang: TranslationLang, specified_order: list): return (specified_order.index(lang.whisper.code), lang.whisper.names[0]) if lang.whisper.code in specified_order else (len(specified_order), lang.whisper.names[0]) def cmp_by_whisper_code(lang1: TranslationLang, lang2: TranslationLang): val1 = sort_by_whisper_code(lang1, specified_order) val2 = sort_by_whisper_code(lang2, specified_order) if val1 > val2: return 1 elif val1 == val2: return 0 else: return -1 sorted_translations = sorted(_TO_LANG_NAME_WHISPER.values(), key=cmp_to_key(cmp_by_whisper_code)) return list({name.lower(): None for language in sorted_translations for name in language.whisper.names}.keys()) if __name__ == "__main__": # Test lookup print("name:Chinese (Traditional)", get_lang_from_nllb_name("Chinese (Traditional)")) print("name:moldavian", get_lang_from_m2m100_name("moldavian")) print("code:ja", get_lang_from_whisper_code("ja")) print("name:English", get_lang_from_nllb_name('English')) print("\n\n") print(get_lang_m2m100_names(["en", "ja", "zh"])) print("\n\n") print(sort_lang_by_whisper_codes(["en", "de", "cs", "is", "ru", "zh", "ja"]))