UMHLAHLANDLELA WE-AI womsindo

Isizukulwane Senkulumo Esebhokisini Lezwi

I-Voicebox iyimodeli yokukhiqiza inkulumo eqondiswa umbhalo Meta eqeqeshwe ngenjongo yokufanisa ukugeleza 'yokugcwalisa' umsindo ofihliwe, ivumele imodeli eyodwa yenze i-zero-shot voice cloning, ukususa umsindo, ukuhlela okuqukethwe, kanye nokuhlanganisa izilimi eziningi.

2 amaminithi ukufundaIgcine ukubuyekezwa

Uhlolojikelele

It matters because, like a language model for speech, it generalizes across many tasks it was never explicitly trained for.

I-Deep Dive

I-Voicebox, imenyezelwe ngu-Meta AI ngo-2023, iqeqeshelwa umsebenzi owodwa: uma kubhekwa umongo ozungezile womsindo kanye nombhalo ohambisanayo, ibikezela ingxenye yenkulumo efihliwe. Le 'in-context' noma ukugcwaliswa kokugcwalisa, okubolekwe ngokomqondo kumamodeli wolimi amakhulu, kusho imodeli efanayo isingatha imisebenzi ehlukahlukene ngokucabangela ngokukhetha ukuthi yini ezofihlakala. Sula igama elingakhulunywanga kahle bese Ibhokisi lezwi lilenza kabusha ngephimbo elifanayo; nikeza imizuzwana emibili yenkulumo yomunye njengomongo futhi ihlanganise imisho emisha ilingise i-timbre nesitayela sabo; imaski izingxenye ezinomsindo futhi ikhiqiza ukushintshwa okuhlanzekile. Imiphumela ebikiwe ibonise ikhwalithi eqinile ye-zero-shot-text-to-enkulumweni kanye nesizukulwane esishesha kakhulu kunezinhlelo zokuzenzakalela ezisekelwe ekusakazweni, kuyilapho isekela izilimi ezimbalwa ezisuka kumodeli eyodwa.

I-Technical Insight

I-Voicebox isebenzisa ukufanisa ukugeleza okunemibandela, iqeqeshela imodeli yesikhathi esiqhubekayo ukuze ifunde inkambu yejubane elibushelelezi ehambisa umsindo ongahleliwe kuzici zenkulumo zangempela, ezibekwe kumbhalo nomsindo ongafihliwe. Uma kuqhathaniswa nokusabalalisa, ukufanisa ukugeleza kungaxazululwa ngesixazululi sezibalo esihlukile ngezinyathelo ezimbalwa uma kuqhathaniswa, ukusika izindleko zokunquma. Ngokwenza uzimele wonke amandla 'njengokubikezela umsindo ofihliwe onikezwe umongo,' inethiwekhi eyodwa engeyona eye-autoregressive ifunda ukuhlela, ukuhlanganisa, kanye nokukhipha umsindo ngaphandle kwamakhanda aqondene nomsebenzi othile noma imigijimo yokuqeqeshwa ehlukene.

I-Strategic Impact

Finyelela futhi ufinyelele

Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi.

Izindleko kanye nesabelomali

Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane.

Isivinini nesikali

Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu.

Ikusasa Lokugeleza Okufaniswa Kwenkulumo Yebhokisi Lezwi

Isizukulwane senkulumo ehambisanayo silungele ukusekela amamodeli enkulumo yomhlaba wonke ahlela, ahumushe, futhi enze kabusha umsindo ngendlela esheshayo njengoba abahleli bombhalo bephatha amagama. Lindela ama-agent ezingxoxo zesikhathi sangempela, ukulondolozwa kwezwi lolimi oluhlukene ekuhumusheni, nokubuyiselwa kokwethembeka okuphezulu kokurekhodiwe okonakele. Ngenxa yokuthi lobo buchwepheshe buvumela ukwenziwa kwezwi okukholisayo, Meta iqale yagodla imodeli futhi yaphusha ucwaningo ekutholeni inkulumo yokwenziwa - futhi i-watermarking yokuqala, izinhlaka zemvume, namathuluzi okuthola kuzoba ingqikithi yokuphakelwa okufanele.

Ukuqaliswa Komhlaba Wangempela

Ukuhlela i-podcast ngokuthayipha igama elilungisiwe futhi likhulunywe kabusha ngezwi lesipika sokuqala

Ukwenza i-zero-shot voice cloning kusuka kumasekhondi ambalwa nje omsindo oyireferensi

Ukususa umsindo wesikhashana ngokufihla kanye nokukhiqiza kabusha amasegimenti enkulumo ehlanzekile

Ihlanganisa izwi lesikhulumi elifanayo ezilimini eziningi ukusuka kumodeli eyodwa

Izingozi & Guardrails

Ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyanda uma imvume ingekho.

Ukunemba kungase kwehle kuzo zonke izinhlobo zokuphimisela, izilimi zesigodi, noma izindawo ezinomsindo.

Umsindo wokwenziwa ungenziwa iphutha njengenkulumo eyiqiniso ngaphandle kokulebula okucacile.

Ukuqalisa Umhlahlandlela

1

Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha.

2

Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva.

3

Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo.

4

Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele.

Qhubeka Uhlole

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Umhlahlandlela olandelayo

Ukufaniswa kokugeleza

Imibuzo evame ukubuzwa

What is Voicebox Flow-Matching Speech Generation?

I-Voicebox iyimodeli yokukhiqiza inkulumo eqondiswa umbhalo Meta eqeqeshwe ngenjongo yokufanisa ukugeleza 'yokugcwalisa' umsindo ofihliwe, ivumele imodeli eyodwa yenze i-zero-shot voice cloning, ukususa umsindo, ukuhlela okuqukethwe, kanye nokuhlanganisa izilimi eziningi. Kubalulekile ngoba, njengemodeli yolimi yenkulumo, ihlanganisa imisebenzi eminingi engazange iqeqeshelwe yona ngokusobala.

Imuphi umsebenzi owodwa wokuqeqesha i-Voicebox elungiselelwe wona?

Ibhokisi lezwi liqeqeshelwe ukugcwalisa izingxenye zenkulumo ezifihliwe kusetshenziswa umsindo ozungezile nombhalo, ukwakhiwa okungaphakathi kokuqukethwe okugqugquzelwe amamodeli olimi.

Iyiphi indlela yokukhiqiza esetshenziswa i-Voicebox esikhundleni sokusabalalisa?

I-Voicebox isebenzisa ukufanisa ukugeleza okunemibandela, ifunda inkambu yesivinini ethutha umsindo ezicini zenkulumo futhi ingaxazululwa kahle ngesixazululi se-ODE.

I-Voicebox iyenza kanjani i-zero-shot voice cloning?

Njengoba kunikezwe isiqeshana esiyireferensi esifushane njengomongo ovuliwe, I-Voicebox ihlanganisa imisho emisha efana ne-timbre yesikhulumi nesitayela ngaphandle kokuqeqeshwa kabusha.

Kungani Meta ekuqaleni ibambe imodeli egcwele ye-Voicebox?

Ngenxa yokuthi imodeli ingakwazi ukuhlanganisa amazwi ngendlela ekholisayo, Meta ikubambe futhi yagcizelela ucwaningo ekutholeni inkulumo yokwenziwa.

Imodeli eyodwa ikuphatha kanjani ukuhlela, ukuhlanganisa, kanye nokukhipha umsindo ku-Voicebox?

Wonke amakhono ancipha abe yinhloso efanayo yokugcwalisa; ukushintsha lokho okufihlwe ekucabangeni kuveza ukuhlela, ukuhlanganisa, noma ukususwa komsindo kumodeli eyodwa.