600+ Languages Supported: The broadest language coverage among zero-shot TTS models.
Voice Cloning: State-of-the-art voice cloning quality from a short reference audio.
Voice Design: Control voices via assigned speaker attributes (gender, age, pitch, dialect/accent, whisper, etc.).
Fast Inference: RTF as low as 0.025 (40x faster than real-time).
Diffusion Language Model Architecture: A clean, streamlined, and scalable design that delivers both quality and speed.
Hardware Requirements:
GPU: NVIDIA GPU with CUDA support (BF16 natively supported on Ampere and newer; falls back gracefully on older hardware): :CPU: Supported but slow:

OmniVoice is a massive multilingual zero-shot text-to-speech (TTS) model that scales to over 600 languages. Built on a novel diffusion language model-style architecture, it delivers high-quality speech with superior inference speed, supporting voice cloning and voice design.

Paper: OmniVoice: Towards Omnilingual Zero-Shot Text-to-Speech with Diffusion Language Models
Repository: GitHub
Demo: Hugging Face Space

📞 Support & Contact

👤 Created by NZG73

Platform	Link
📺 YouTube	@NZG73
🌐 Website	nzg73.blogspot.com
📧 Email	nzgnzg73@gmail.com
⭐ GitHub	NZG 73

🗣️ Text-to-Speech & Voice Cloning (600+ Languages)

🌍 Language	Code	Status	🌍 Language	Code	Status
English	`en`	✅	Urdu	`ur`	✅
Hindi	`hi`	✅	Chinese	`zh`	✅
Arabic	`arb`	✅	Aari	`aai`	✅
Afade	`aal`	✅	Algerian Saharan Arabic	`aao`	✅
Abkhazian	`ab`	✅	Bankon	`abb`	✅
Abua	`abn`	✅	Abron	`abr`	✅
Malaynon	`abs`	✅	Baharna Arabic	`abv`	✅
Iraqi Arabic	`acm`	✅	Hijazi Arabic	`acw`	✅
Omani Arabic	`acx`	✅	Dhofari Arabic	`adf`	✅
Tiang	`adx`	✅	Adyghe	`ady`	✅
Tunisian Arabic	`aeb`	✅	Saidi Arabic	`aec`	✅
Afrikaans	`af`	✅	Gulf Arabic	`afb`	✅
Afoa	`afo`	✅	Igo	`ahl`	✅
Ashe	`ahs`	✅	Sukuma	`ajg`	✅
South Levantine Arabic	`aju`	✅	Alago	`ala`	✅
Gheg Albanian	`aln`	✅	Larike-Wakasihu	`alo`	✅
Amharic	`am`	✅	Guerrero Amuzgo	`amu`	✅
Aragonese	`an`	✅	Ngas	`anc`	✅
Goaria	`ank`	✅	Angika	`anp`	✅
Anufo	`anw`	✅	Ömie	`aom`	✅
North Levantine Arabic	`apc`	✅	Sudanese Arabic	`apd`	✅
Algerian Arabic	`arq`	✅	Najdi Arabic	`ars`	✅
Moroccan Arabic	`ary`	✅	Egyptian Arabic	`arz`	✅
Assamese	`as`	✅	Asturian	`ast`	✅
Cypriot Arabic	`avl`	✅	Awa-Cuaiquer	`awo`	✅
Libyan Arabic	`ayl`	✅	North Mesopotamian Arabic	`ayp`	✅
Azerbaijani	`az`	✅	Bashkir	`ba`	✅
Tuki	`bag`	✅	Basaa	`bas`	✅
Bamun	`bax`	✅	Bantawa	`bba`	✅
Ghomala'	`bbj`	✅	Bats	`bbl`	✅
Kulung	`bbu`	✅	Basa-Gumna	`bce`	✅
Baoulé	`bci`	✅	Bauchi	`bcs`	✅
Bakairí	`bcy`	✅	Worodougou	`bda`	✅
Bade	`bde`	✅	Buduma	`bdm`	✅
Belarusian	`be`	✅	Bebele	`beb`	✅
Betawi	`bew`	✅	Bafut	`bfd`	✅
Bateri	`bft`	✅	Bulgarian	`bg`	✅
Balochi	`bgp`	✅	Bhili	`bhb`	✅
Binahari	`bhh`	✅	Bhojpuri	`bho`	✅
Bemba	`bhp`	✅	Bari	`bhr`	✅
Braj Bhasha	`bjj`	✅	Biak	`bjk`	✅
Banjar	`bjn`	✅	Bete-Bendi	`bjt`	✅
Bakpinka	`bkh`	✅	Kenyang	`bkm`	✅
Baka	`bky`	✅	Maiurat	`bmm`	✅
Muskum	`bmq`	✅	Bengali	`bn`	✅
Banyumuan	`bnm`	✅	Bunu	`bnn`	✅
Bonser	`bns`	✅	Tibetan	`bo`	✅
Bondei	`bou`	✅	Bago-Kusuntu	`bqg`	✅
Breton	`br`	✅	Braj	`bra`	✅
Brahui	`brh`	✅	Bariji	`bri`	✅
Bodo	`brx`	✅	Bosnian	`bs`	✅
Kati	`bsh`	✅	Bangi	`bsj`	✅
Burushaski	`bsk`	✅	Batta	`btm`	✅
Bati	`btv`	✅	Buginese	`bug`	✅
Bulu	`bum`	✅	Tamazight	`buo`	✅
Boghom	`bux`	✅	Bauri	`bwr`	✅
Balaesang	`bxf`	✅	Brythonic	`byc`	✅
Burmeso	`bys`	✅	Bete-Bendi	`byv`	✅
Bauri	`byx`	✅	Banziri	`bzc`	✅
Baza	`bzw`	✅	Catalan	`ca`	✅
Chamba Leko	`ccg`	✅	Cebuano	`ceb`	✅
Cen	`cen`	✅	Tereno	`cfa`	✅
Chiga	`cgg`	✅	Chichicapan Zapotec	`chq`	✅
Chokwe	`cjk`	✅	Central Kurdish	`ckb`	✅
Chokwe	`ckl`	✅	Kachin	`ckr`	✅
Caka	`cky`	✅	Chin	`cnh`	✅
Chayahuita	`cpy`	✅	Czech	`cs`	✅
Tepinapa Chinantec	`cte`	✅	Tlacoatzintepec Chinantec	`ctl`	✅
Teutila Chinantec	`cut`	✅	Usila Chinantec	`cux`	✅
Chuvash	`cv`	✅	Welsh	`cy`	✅
Danish	`da`	✅	Dagbani	`dag`	✅
Dargwa	`dar`	✅	Taita	`dav`	✅
Dadiya	`dbd`	✅	Deccan	`dcc`	✅
German	`de`	✅	Dagba	`deg`	✅
Dhimal	`dgh`	✅	Dogri	`dgo`	✅
Zarma	`dje`	✅	Danda	`dmk`	✅
Dameli	`dml`	✅	Rukai	`dru`	✅
Dotyali	`dty`	✅	Duala	`dua`	✅
Divehi	`dv`	✅	Dyula	`dyu`	✅
Dazaga	`dzg`	✅	Ebrié	`ebr`	✅
Embu	`ebu`	✅	Gong	`ego`	✅
Sepik Iwam	`eiv`	✅	Ekoti	`eko`	✅
Yemsa	`ekr`	✅	Greek	`el`	✅
Eleme	`elm`	✅	Esperanto	`eo`	✅
Spanish	`es`	✅	Central Yupik	`esu`	✅
Estonian	`et`	✅	Eton	`eto`	✅
Yetsang	`ets`	✅	Ejagham	`etu`	✅
Basque	`eu`	✅	Ewondo	`ewo`	✅
Extremaduran	`ext`	✅	Enya	`eyo`	✅
Persian	`fa`	✅	Fang	`fan`	✅
Fanti	`fat`	✅	Fula	`ff`	✅
Maasina Fulfulde	`ffm`	✅	Finnish	`fi`	✅
Akawaio	`fia`	✅	Filipino	`fil`	✅
Brong	`fip`	✅	Kayapa	`fkk`	✅
Fe'fe'	`fmp`	✅	French	`fr`	✅
Adamawa Fulfulde	`fub`	✅	Pulaar	`fuc`	✅
Borgu Fulfulde	`fue`	✅	Pular	`fuf`	✅
Western Niger Fulfulde	`fuh`	✅	Bagirmi	`fui`	✅
Central-Eastern Niger Fulfulde	`fuq`	✅	Nigerian Fulfulde	`fuv`	✅
Frisian	`fy`	✅	Irish	`ga`	✅
Garhwali	`gbm`	✅	Gbagyi	`gbr`	✅
Gbaya-Bazoum	`gby`	✅	Ghadamès	`gcc`	✅
Guduk	`gdf`	✅	Gen	`gej`	✅
Gude	`ges`	✅	Gbanziri	`ggg`	✅
Gidar	`gid`	✅	Goaria	`gig`	✅
Gisiga	`giz`	✅	Gujarati	`gjk`	✅
Gojri	`gju`	✅	Galician	`gl`	✅
Glavda	`glw`	✅	Guarani	`gn`	✅
Gola	`gol`	✅	Konkani	`gom`	✅
Gusilay	`gsl`	✅	Gujarati	`gu`	✅
Guianese Creole	`gui`	✅	Guruntum	`gur`	✅
Gusii	`guz`	✅	Manx	`gv`	✅
Gawar-Bati	`gwc`	✅	Gwere	`gwe`	✅
Gweri	`gwt`	✅	Gbaya-Mbodomo	`gya`	✅
Ganza	`gyz`	✅	Hausa	`ha`	✅
Hahon	`hah`	✅	Hakö	`hao`	✅
Hawaiian	`haw`	✅	Hazaragi	`haz`	✅
Huba	`hbb`	✅	Hebrew	`he`	✅
Hemba	`hem`	✅	Hinduri	`hia`	✅
Hunjara	`hkk`	✅	Halia	`hla`	✅
Hindko	`hno`	✅	Hadothi	`hoj`	✅
Croatian	`hr`	✅	Upper Sorbian	`hsb`	✅
Haitian Creole	`ht`	✅	Hungarian	`hu`	✅
Huave	`hue`	✅	Hula	`hul`	✅
Numbami	`hux`	✅	Hwane	`hwo`	✅
Armenian	`hy`	✅	Herero	`hz`	✅
Interlingua	`ia`	✅	Ibibio	`ibb`	✅
Indonesian	`id`	✅	Idakho	`ida`	✅
Idoma	`idu`	✅	Igbo	`ig`	✅
Izon	`ijc`	✅	Inland Fa d'Ambu	`ijn`	✅
Inupiaq	`ik`	✅	Ikwere	`ikw`	✅
Icelandic	`is`	✅	Ishân	`ish`	✅
Isoko	`iso`	✅	Italian	`it`	✅
Isekiri	`its`	✅	Ito	`itw`	✅
Itza'	`itz`	✅	Japanese	`ja`	✅
Yalahatan	`jal`	✅	Malay	`jax`	✅
Ghomala'	`jgo`	✅	Mixtec	`jmx`	✅
Sajau Basap	`jns`	✅	Jaqaru	`jqr`	✅
Zulgo-Gemzek	`juk`	✅	Jyun	`juo`	✅
Javanese	`jv`	✅	Georgian	`ka`	✅
Kabyle	`kab`	✅	Liangmai Naga	`kai`	✅
Kaje	`kaj`	✅	Kamba	`kam`	✅
Kabardian	`kbd`	✅	Kanuri	`kbl`	✅
Abanyom	`kbt`	✅	Koychi	`kcq`	✅
Temne	`kdh`	✅	Cape Verdean Creole	`kea`	✅
Keuru	`keu`	✅	Karipuna	`kfe`	✅
Kani	`kfk`	✅	Korup	`kfp`	✅
Khams Tibetan	`khg`	✅	Khowar	`khw`	✅
Kuanyama	`kj`	✅	Coastal Konkani	`kjc`	✅
Kannada	`kjk`	✅	Kazakh	`kk`	✅
Kalenjin	`kln`	✅	Kalasha	`kls`	✅
Khmer	`km`	✅	Northern Kurdish	`kmr`	✅
Kalami	`kmy`	✅	Kannada	`kn`	✅
Kanalu	`kna`	✅	Konkani	`knn`	✅
Korean	`ko`	✅	Kol	`kol`	✅
Konjo	`koo`	✅	Kpo	`kpo`	✅
Kohistani	`kqo`	✅	Kashmiri	`ks`	✅
Kuanua	`ksd`	✅	Bassa	`ksf`	✅
Kato	`kto`	✅	Kushi	`kuh`	✅
Halkomelem	`kvx`	✅	Cornish	`kw`	✅
Kwambi	`kwm`	✅	Kxp	`kxp`	✅
Kyrgyz	`ky`	✅	Rapoisi	`kyx`	✅
Langi	`lag`	✅	Luxembourgish	`lb`	✅
Lafiang	`lcm`	✅	Leyigha	`ldb`	✅
Ganda	`lg`	✅	Ligurian	`lij`	✅
Liberian English	`lir`	✅	Lushai	`lkb`	✅
Lala-Roba	`lla`	✅	Lingala	`ln`	✅
Ngbee	`lnu`	✅	Lao	`lo`	✅
Loloda	`loa`	✅	Lorkoti	`lrk`	✅
Lassi	`lss`	✅	Lithuanian	`lt`	✅
Latgalian	`ltg`	✅	Tsotso	`lto`	✅
Luba-Lulua	`lua`	✅	Luo	`luo`	✅
Lushai	`lus`	✅	Latvian	`lv`	✅
Wandala	`lwg`	✅	Mambila	`mab`	✅
Mafa	`maf`	✅	Maithili	`mai`	✅
Huautla Mazatec	`mau`	✅	Malay	`max`	✅
Mbo	`mbo`	✅	Macaguaje	`mcf`	✅
Ma'anyan	`mcn`	✅	Mebu	`mcx`	✅
Mbum	`mdd`	✅	Maba	`mde`	✅
Moksha	`mdf`	✅	Me'en	`mek`	✅
Meru	`mer`	✅	Motu	`meu`	✅
Mambila	`mfm`	✅	Cross River	`mfn`	✅
Mbelime	`mfo`	✅	Mandjak	`mfv`	✅
Mambila	`mgg`	✅	Mwari	`mgi`	✅
Kiitharaka	`mhk`	✅	Mari	`mhr`	✅
Maori	`mi`	✅	San Miguel El Grande Mixtec	`mig`	✅
Maay	`miu`	✅	Macedonian	`mk`	✅
Miya	`mkf`	✅	Ma'di	`mki`	✅
Malayalam	`ml`	✅	Malila	`mlq`	✅
Mongolian	`mn`	✅	Nala	`mne`	✅
Manipuri	`mni`	✅	Mangarrayi	`mqy`	✅
Marathi	`mr`	✅	Hill Mari	`mrj`	✅
Maria	`mrr`	✅	Mararit	`mrt`	✅
Malay	`ms`	✅	Mussau-Emira	`mse`	✅
Miship	`msh`	✅	Mansoanka	`msw`	✅
Maltese	`mt`	✅	Mewari	`mtr`	✅
Tututepec Mixtec	`mtu`	✅	Totontepec Mixtec	`mtx`	✅
Munda	`mua`	✅	Musgum	`mug`	✅
Muji	`mui`	✅	Mavie	`mve`	✅
Mvuba	`mvy`	✅	Mixtec	`mxs`	✅
Mixtec	`mxu`	✅	Mixtec	`mxy`	✅
Burmese	`my`	✅	Erzya	`myv`	✅
Mazatlán Mixe	`mzl`	✅	Nali	`nal`	✅
Min Nan	`nan`	✅	Neapolitan	`nap`	✅
Norwegian Bokmål	`nb`	✅	Ngamo	`nbh`	✅
Chyaubari	`ncf`	✅	Sibe	`nco`	✅
Central Puebla Nahuatl	`ncx`	✅	Chamba Daka	`ndi`	✅
Ndonga	`ng`	✅	Ngizim	`ngi`	✅
Ngazidja Comorian	`nhg`	✅	Zacatlán-Ahuacatlán-Tepetzintla Nahuatl	`nhi`	✅
Central Nahuatl	`nhn`	✅	Huasteca Nahuatl	`nhq`	✅
Yiwom	`nja`	✅	Dutch	`nl`	✅
Ngombale	`nla`	✅	Orizaba Nahuatl	`nlv`	✅
Ngumba	`nmg`	✅	Nkume	`nmz`	✅
Norwegian Nynorsk	`nn`	✅	Ngiemboon	`nnh`	✅
Norwegian	`no`	✅	Nimadi	`noe`	✅
Nepali	`npi`	✅	Northern Sotho	`nso`	✅
Chichewa	`ny`	✅	Nyungwe	`nyu`	✅
Occitan	`oc`	✅	Odut	`odk`	✅
Odual	`odu`	✅	Ogoni	`ogo`	✅
Oromo	`om`	✅	Oroch	`orc`	✅
Ormuri	`oru`	✅	Oriya	`ory`	✅
Ossetian	`os`	✅	Punjabi	`pa`	✅
Central Pashto	`pbs`	✅	Southern Pashto	`pbt`	✅
Northern Pashto	`pbu`	✅	Nigerian Pidgin	`pcm`	✅
Petats	`pex`	✅	Phalura	`phl`	✅
Pahari-Potwari	`phr`	✅	Pero	`pip`	✅
Piya-Kwonci	`piy`	✅	Vengo	`pko`	✅
Polish	`pl`	✅	Kohistani Shina	`plk`	✅
Plateau Malagasy	`plt`	✅	Northern Pame	`pmq`	✅
Piedmontese	`pms`	✅	Panyam	`pmy`	✅
Western Punjabi	`pnb`	✅	Poqomchi'	`poc`	✅
Poqomam	`poe`	✅	San Bernardino Muquiyauyo Zapotec	`pow`	✅
Ashéninka Perené	`prq`	✅	Pashto	`ps`	✅
Central Pashto	`pst`	✅	Portuguese	`pt`	✅
Western Highland Purepecha	`pua`	✅	Paiwan	`pwn`	✅
Chimborazo Highland Quichua	`qug`	✅	Huambisa	`qum`	✅
Southern Pastaza Quechua	`qup`	✅	Yanahuanca Pasco Quechua	`qur`	✅
Cusco Quechua	`qus`	✅	Huánuco Quechua	`quv`	✅
Yauyos Quechua	`qux`	✅	Ayacucho Quechua	`quy`	✅
Ambo-Pasco Quechua	`qva`	✅	Imbabura Highland Quichua	`qvi`	✅
Northwestern Fergana Kipchak	`qvj`	✅	Cajatambo North Lima Quechua	`qvl`	✅
Huaylas Ancash Quechua	`qwa`	✅	Kichwa	`qws`	✅
Chiquián Ancash Quechua	`qxa`	✅	South Lowland Quechua	`qxp`	✅
Santa Ana de Tusi Pasco Quechua	`qxt`	✅	Arequipa-La Unión Quechua	`qxu`	✅
Huamalíes-Dos de Mayo Huánuco Quechua	`qxw`	✅	Logba	`rag`	✅
Romansh	`rm`	✅	Romanian	`ro`	✅
Tae'	`rob`	✅	Rombo	`rof`	✅
Rotokas	`roo`	✅	Ratahan	`rth`	✅
Russian	`ru`	✅	Aromanian	`rup`	✅
Kinyarwanda	`rw`	✅	Sanskrit	`sa`	✅
Yakut	`sah`	✅	Santali	`sat`	✅
Saurashtra	`sau`	✅	Saya	`say`	✅
Lodhi	`sbn`	✅	Sardinian	`sc`	✅
Shina	`scl`	✅	Sicilian	`scn`	✅
Sindhi	`sd`	✅	Seri	`sei`	✅
Chadian Arabic	`shu`	✅	Sinhala	`si`	✅
Sikkimese	`sip`	✅	Sumbawa	`siw`	✅
Siar-Lak	`sjr`	✅	Slovak	`sk`	✅
Savosavo	`skg`	✅	Saraiki	`skr`	✅
Slovenian	`sl`	✅	Shona	`sn`	✅
Sinacantán Zapotec	`snc`	✅	Soninke	`snk`	✅
Somali	`so`	✅	Solos	`sol`	✅
Sapes	`sps`	✅	Albanian	`sq`	✅
Serbian	`sr`	✅	Logudorese Sardinian	`src`	✅
Campidanese Sardinian	`sro`	✅	Sansi	`ssi`	✅
Lao	`ste`	✅	Sulu	`sua`	✅
Swedish	`sv`	✅	Svan	`sva`	✅
Swahili	`sw`	✅	Saisiyat	`szy`	✅
Tamil	`ta`	✅	Tangale	`tan`	✅
Taroko	`tar`	✅	Tayal	`tay`	✅
Tench	`tbf`	✅	Teribe	`tcf`	✅
Tulu	`tcy`	✅	Tadnansanj	`tdn`	✅
Tadaksahak	`tdx`	✅	Telugu	`te`	✅
Tajik	`tg`	✅	Tigré	`tgc`	✅
Thai	`th`	✅	The	`the`	✅
Tlahuica	`thq`	✅	Tharu	`thr`	✅
Tahitian	`thv`	✅	Tigrinya	`ti`	✅
Tigre	`tig`	✅	Teop	`tio`	✅
Turkmen	`tk`	✅	Tokelauan	`tkg`	✅
Toti	`tkt`	✅	Tlingit	`tli`	✅
Tlapanec	`tlp`	✅	Tswana	`tn`	✅
Tok Pisin	`tok`	✅	Tlacoapa Me'phaa	`tpl`	✅
Tumpisa Shoshone	`tpz`	✅	Tsum	`tqp`	✅
Turkish	`tr`	✅	Kok Borok	`trp`	✅
Triqui	`trq`	✅	Tsou	`trv`	✅
Torwali	`trw`	✅	Tatar	`tt`	✅
Tooro	`ttj`	✅	Tera	`ttr`	✅
Tutumang	`ttu`	✅	Tui	`tui`	✅
Tula	`tul`	✅	Tedaga	`tuq`	✅
Tuvinian	`tuv`	✅	Tuyuca	`tuy`	✅
Tevo	`tvo`	✅	Tuvulu	`tvu`	✅
Twi	`tw`	✅	Twan	`twu`	✅
Ticuna	`txs`	✅	Txy	`txy`	✅
Udl	`udl`	✅	Uyghur	`ug`	✅
Ukrainian	`uk`	✅	Uki	`uki`	✅
Umbundu	`umb`	✅	Urdu	`ur`	✅
Ushojo	`ush`	✅	Uzbek	`uz`	✅
Northern Uzbek	`uzn`	✅	Vai	`vai`	✅
Huarijio	`var`	✅	Mom Jango	`ver`	✅
Vietnamese	`vi`	✅	Mixtec	`vmc`	✅
Syuwa	`vmj`	✅	Vmm	`vmm`	✅
Vmp	`vmp`	✅	Vmz	`vmz`	✅
Votic	`vot`	✅	Võro	`vro`	✅
Wakhi	`wbl`	✅	Waci Gbe	`wci`	✅
Wae	`weo`	✅	Wes-Cos	`wes`	✅
Wajia	`wja`	✅	Waji	`wji`	✅
Wolof	`wo`	✅	Gambian Wolof	`wof`	✅
Xhosa	`xh`	✅	Lave	`xhe`	✅
Kaxui	`xka`	✅	Mingrelian	`xmf`	✅
Xmv	`xmv`	✅	Xmw	`xmw`	✅
Xpe	`xpe`	✅	Xti	`xti`	✅
Xtu	`xtu`	✅	Yaqui	`yaq`	✅
Yav	`yav`	✅	Yay	`yay`	✅
Yiddish	`ydd`	✅	Ydg	`ydg`	✅
Yer	`yer`	✅	Yes	`yes`	✅
Yiddish	`yi`	✅	Yoruba	`yo`	✅
Cantonese	`yue`	✅	Zga	`zga`	✅
Standard Moroccan Tamazight	`zgh`	✅	Chinese	`zh`	✅
Zoc	`zoc`	✅	Zoh	`zoh`	✅
Zor	`zor`	✅	Zpv	`zpy`	✅
Ztg	`ztg`	✅	Ztn	`ztn`	✅
Ztp	`ztp`	✅	Zts	`zts`	✅
Ztu	`ztu`	✅	Zulu	`zu`	✅
Zaza	`zza`	✅

hik63382/TTS-Multi_language_High_Quality

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TTS-Multi_language_High_Quality