Voicebox Flow buy méngoo ak defar kàddu
Voicebox mooy Meta modelu defar kàddu buñ teg ci bind, ñu tàggat ko ak mébet bu méngoo ak flow ngir 'fees' audio buñ maske, bàyyi benn model def klonaasu baat bu amul benn shot, dindi bruit, soppali ëmbiit li, ak synthese ci làkk yu bari.
Résumé
It matters because, like a language model for speech, it generalizes across many tasks it was never explicitly trained for.
Plongeur bu xóot
Voicebox, bi Meta AI siiwal ci 2023, ñu ngi ko tàggat ci benn liggéey: jox contexte audio bi ko wër ak mbind mi ko méngoo, wax luy waaja am ci wàllu wax jiñ maskeer. Bii 'in-context' wala formulation infilling, ñu leble ko ci modeli làkk yu mag, loolu dafay tekki ni benn model bi dafay jëfandikoo ay liggéey yu bari ci inference ci tànn li ñu wara maskeer. Fatt benn baat buñu juum ci wax, Voicebox daf koy defaraat ci benn baat bi; joxe ñaari segond ci kàddu nit ki muy contexte, mu boole frase yu bees yuy toppandoo seen timbre ak seen stil; mask segments bruit ak mu defar wuutu yu sell. Resultaa yiñ joxe dañu wane ni kalite text-to-speech bi amul benn shot, ak generation bu gëna gaaw ci sistem autoregressive yi lalu ci diffusion, boole ci jàppale làkk yu bari ci benn model.
Gis-gis xarala
Voicebox dafay jëfandikoo matching flow conditionnel, di tàggat ab model continu-time ngir jàng benn gaawaay bu neex buy yóbbu bruit bu bari ci man-mani wax dëgg, conditionnel ci bind ak audio bu maskewul. Buñu ko méngale ak diffusion, mën nañu saafara méngoo debit ak benn saafara equation différentiel ci jéego yu néew, wàññi njëgu inference bi. Suñu kaadre bépp kàttan ni 'xam luy waaja am ci audio biñ maskeer,' benn reso bu amul autoregressive dafay jàng soppali, klonaas, ak denoising te amul benn boppu liggéey wala tàggat yaram bu wuute.
njeextalu pexe
Dugg ak yegg
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Njëgg ak budget
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Gaawaay ak yaatuwaay
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Ëlëgu Voicebox Flow-Matching Kaddu
Defar kàddu yu méngoo ak limuy def dafay jàppale xeetu kàddu yu ñépp bokk yuy soppali, tekki, ak soppali audio bi ci anam wu yomb ni ko editëru mbind yi di jëfandikoo kàddu yi. Xaarandil ay ndawu waxtaan ci jamono dëgg, baña yàq baat ci tekki làkk, ak defaraat enregistrement yu yàqu ci anam wu jaar yoon. Ndax benn xarala bi dafay may klonaasu baat bu leer, Meta dafa njëkka tëye xeetu baat bi ba noppi puus gëstu ci gis kàddu synthetik - ak watermarking provenance, kaadar yiy nangu, ak jumtukaayi gis dina nekk lu am solo ci jëfandikoo gi.
Doxal ci àdduna dëgg
Sooy soppali ab podcast, dangay bind ab baat buñu jubbanti ba noppi nga waxaat ko ci baat ki ko njëkka wax
Klonaasu baat bu amul benn kaddu ci ay segond yu néew ci audio royuwaay
Dindi bruit buy romb ci maskeer ak defaraat pàcci wax yu sell
boole benn baat waxkat ci làkk yu bari ci benn model
Risk yi ak balustrade yi
Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.
Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.
Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.
Roadmap ngir samp gi
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Weyal di banneexu
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Gis bi ci topp
méngoo
Laaj yi ñuy faral di laaj
What is Voicebox Flow-Matching Speech Generation?
Voicebox mooy Meta modelu defar kàddu buñ teg ci bind, ñu tàggat ko ak mébet bu méngoo ak flow ngir 'fees' audio buñ maske, bàyyi benn model def klonaasu baat bu amul benn shot, dindi bruit, soppali ëmbiit li, ak synthese ci làkk yu bari. Dafa am solo ndax, melni misaalu làkk ngir wax, dafay yamale liggéey yu bari yuñ ko musul tàggat bu baax.
Ban benn liggéey lañu jagleel Voicebox?
Voicebox dañu ko tàggat ngir mu mëna feesal pàcci kàddu yuñ maskeer ci jëfandikoo audio ak mbind yi ko wër, muy formulaasioŋ bu lalu ci misaali làkk yi.
Ban pexem defar la Voicebox di jëfandikoo ci palaasu diffusion?
Voicebox dafay jëfandikoo matching flow conditionnel, di jàng gaawaay buy yóbbu bruit ci man-mani kàddu yi te mën nañu ko saafara bu baax ak ODE solver.
naka lay def ba Voicebox di def klonaasu baat bu amul benn shot?
Ñu jox ko benn clip bu gàtt buy wane ni muy tekki, Voicebox dafay boole frase yu bees yu méngoo ak timbre ak stil waxinkat bi te kenn duko tàggataat.
Why did Meta initially withhold the full Voicebox model?
Ndax model bi mën na klone kàddu yi ci anam wu leer, Meta daf ko tëye, ba noppi gëna fësal gëstu ngir gis kàddu yuñ defar.
naka la benn model di def ngir soppali, klone ak dindi bruit ci Voicebox?
Kàttan yépp a ngi wàññeeku ci benn mébet; soppi liñu maske ci inference dafay jur soppali, klonaas, wala dindi bruit ci benn model.