Cod-bixiyayaasha Neural
Codka codka neural waa nooc u beddela matalida acoustic ee is haysta, badanaa mel-spectrogram, oo noqda qaab mowjad la maqli karo oo dhab ah.
Dulmar
It is the final stage that gives modern text-to-speech and voice cloning their natural, human sound.
quusid qoto dheer
Isku-dubbaridka hadalka dhaqameed waxa loo adeegsaday cod-bixiyeyaal siyaalo-habeeya oo inta badan ka dhawaajiya buuq ama roboti. Codeeyayaasha neural-ku waxay bartaan inay dib u dhisaan muunado maqal cayriin ah oo laga soo qaado spectrogram iyagoo tababaraya saacadaha duubista dhabta ah. WaveNet (DeepMind, 2016) waxay ahayd horumarkii, saadaalinta codka hal muunad markiiba 16,000+ muunado ilbiriqsikii, soo saarida hadal dabiici ah oo cajiib ah laakiin aad tartiib tartiib ah. Moodooyinka dambe waxay ku baayacmushtarayeen cirifka tooska ah ee xawaaraha: WaveGlow waxay adeegsatay jiilka qulqulka ku saleysan, Parallel WaveGAN iyo MelGAN waxay adeegsadeen shabakadaha adversarial, iyo HiFi-GAN wuxuu noqday halbeeg caan ah isagoo soo saaraya kalsoonida sare ee 22kHz maqal aad uga dhaqso badan waqtiga dhabta ah. Maanta cod-bixiyehu had iyo jeer waa qaybta labaad ee dhuumaha laba-heer, oo lagu lammaaniyo moodal cod-yaqaan ah sida Tacotron 2 ama FastSpeech oo soo saara mel-spectrogram.
Aragtida Farsamada
mel-spectrogram-ku waxa uu tuurayaa macluumaadka wajiga maqalka, isaga oo ilaalinaya kaliya sida tamarta loogu qaybiyo xadhkaha soo noqnoqda wakhti ka dib. Shaqada adag ee cod-bixiyaha ayaa ah abuurista qaab mawjad macquul ah oo isku xidhan oo cabbirkiisu uu la mid yahay gelintaas. Codeeyayaasha GAN-ku-salaysan sida HiFi-GAN waxay adeegsadaan kala-sooc badan kuwaas oo ku eegaya calaamada miisaan kala duwan iyo waqtiyo kala duwan, iyaga oo riixaya koronto-dhaliyaha si uu u soo saaro tafaasiil macquul ah oo macquul ah sida iswaafajinta iyo fiiqan shibbanayaasha.
Saamaynta Istiraatijiyadeed
Helitaanka iyo gaarsiinta
Waxay wanaajisaa marin u helida iyada oo loo marayo qoraal-qorid, sheeko, iyo is-dhexgalyo cod.
Qiimaha iyo miisaaniyada
Kooxaha warbaahintu waxay ku soo rari karaan codka sifaysan si degdeg ah iyagoo wata miisaaniyado yaryar.
Xawaaraha iyo miisaanka
Nidaamyada u jeedda macmiisha waxay ka baaraandegi karaan isdhexgalka hadalka si weyn.
Mustaqbalka Cod-bixiyayaasha Neural
Cod-bixiyeyaashu way sii yaraanayaan oo degdegayaan si ay ugu shaqeeyaan taleefannada iyo aaladaha ku dhex jira iyada oo aan lahayn xidhiidh daruureed. Waxa kale oo jira riix xagga cod-bixiyayaasha caalamiga ah oo guud ahaan ku hadla qof kasta oo ku hadla, luqad, heeso, ama xataa dhawaaq aan hadal ahayn iyada oo aan dib loo tababarin. Isbeddelka barbar socda ayaa si toos ah u laalaa cod-bixiyaha nidaamka dhammaadka-ilaa-dhamaadka iyo koodka neerfaha, isaga oo luminaya xariiqda u dhaxaysa heerarka dhawaaqa iyo qaab-dhismeedka kala duwan iyo yaraynta farshaxannada la soo bandhigay iyada oo la marayo spectrogram dhexdhexaad ah.
Dhaqangelinta Adduunka-dhabta ah
Soo saarida codka ugu dambeeya ee lagu hadlo kaaliyeyaasha qoraalka-hadalka sida akhristayaasha shaashadda iyo abka socodka
Soo saarida codad isku xidhan oo dabiici ah oo ku jira dubbing iyo qalab sheeko buug maqal ah
Dib-u-dhiska codadka heesaha ee muusiga AI iyo sooftiweerka cod-qaadista
Ku-kordhinta wax-soo-saarka codka aaladda ee kuwa ku hadla smart iyo aaladaha gelitaanka iyada oo aan lahayn safarro wareeg ah oo server ah
Khatarta & Dariiqyada Ilaalada
Si xun u isticmaalka codka iyo khataraha is-yeelyeelku way kordhaan marka oggolaanshaha la waayo.
Saxnimadu waxay hoos ugu dhici kartaa lahjadaha, lahjadaha, ama jawiga buuqa badan.
Maqalka synthetic waxaa lagu khaldi karaa hadal dhab ah iyada oo aan si cad loo calaamadin.
Qorshe Hawleedka Dhaqangelinta
Hel ogolaansho cad oo ku saabsan qabashada codka, xidhitaanka, iyo dib u isticmaalka
Tijaabi tayada ku hadasha kala duwan iyo xaaladaha asalka.
Qeex marka bani'aadamku ay tahay inuu dib u eego ama oggolaado wax soo saarka.
Ku calaamadee codka synthetic oo xafid diiwaannada la-xisaabtanka.
Sii wad Sahaminta
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Hagaha xiga
HiFi-GAN iyo GAN Vocoders
Su'aalaha soo noqnoqda
What is Neural Vocoders?
Codka codka neural waa nooc u beddela matalida acoustic ee is haysta, badanaa mel-spectrogram, oo noqda qaab mowjad la maqli karo oo dhab ah. Waa marxaladda ugu dambaysa ee siinaysa qoraal-hadal-hadal iyo cod casri ah oo xidhidhinaya codkooda dabiiciga ah, ee bini'aadamka.
Waa maxay shaqada aasaasiga ah ee cod-bixiyaha neural?
Codkadeeriyaha neural waxa uu qaataa sifada dhawaaqa is haysta, sida caadiga ah mel-spectrogram, oo soo saara qaabka dhabta ah ee mowjadda maqalka ee cayriin ee aad maqasho.
Qaabkee 2016 ahaa horumarka ka dhigay cod-bixiyayaasha neural inay u dhawaaqaan dabiici?
WaveNet, oo ka socota DeepMind ee 2016, waxay soo saartay muunad maqal ah oo muunad ah waxayna soo saartay hadal dabiici ah oo cajiib ah, oo bilaabaya xilligii codka codka.
Waa maxay sababta WaveNet-kii asalka ahaa uu uga gaabiyay soo saarista maqalka?
WaveNet waa autoregressive: muunad kasta oo maqal ah waxay kuxirantahay kuwii hore, markaa soo saarista tobanaan kun oo muunado ilbiriqsi kasta waxay ahayd xisaab ahaan qaali.
Waa maxay macluumaadka uu mel-spectrogram si gaar ah u tuuro, taasoo ka dhigaysa hawsha cod-bixiyaha mid adag?
Mel-spectrograms waxay ilaalinayaan baaxadda (tamar kasta band band) laakiin waxay hoos u dhigtaa marxaladda, marka cod-bixiyaha waa inuu dib u dhisaa mawjad isku xidhan oo wajigiisu macquul yahay.
Sidee bay codbixiyayaasha GAN ku salaysan sida HiFi-GAN u wanaajiyaan xaqiiqada?
HiFi-GAN waxay isticmaashaa dhowr takoorayaal iyagoo eegaya waqtiyo kala duwan iyo waqtiyo kala duwan, ku riixaya koronto-dhaliye si uu u soo saaro iswaafajin dhab ah iyo ku-meel-gaar ah.