hik63382/TTS-Multi_language_High_Quality

Qwen3-0.6B

OmniVoice 🌍

NZG73

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

Key Features

• 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:

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📞 Support & Contact

👤 Created by NZG73

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

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🗣️ 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	✅

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