Hadalka Degdega ah iyo TTS-da Aan Autoregressive ahayn
FastSpeech waxay soo saartaa spectrogram hadalka oo dhan oo isbarbar socda halkii ay ka ahaan lahayd hal qaab markiiba, taas oo samaynaysa isku-dubarid si aad u dhakhso badan oo xasilloon.
Dulmar
It solved the slow, error-prone generation that plagued earlier autoregressive models like Tacotron.
quusid qoto dheer
Moodooyinka hore ee neural TTS sida Tacotron 2 waa autoregressive: waxay saadaaliyaan qaab kasta oo maqal ah oo ku xiran kii hore, kaas oo gaabis ah una nugul in laga boodo ama ereyada soo noqnoqda marka fiiro gaar ah loo yeesho. FastSpeech, oo ay soo bandhigeen Microsoft iyo Jaamacadda Zhejiang sanadka 2019, waxay rogrogataa tan iyadoo la saadaaliyay dhammaan xirmooyinka hal mar. Shabakadda gudbinta gudbinta ee Transformer-ku-salaysan waxay qaadataa teebabka, si cad ayay u saadaalisaa inta uu teleefan kastaa ku jiri doono hage dhererka, oo waxay ku ballaadhiyaa isku xigxiga tirada saxda ah ee fireemada ka hor inta aysan soo saarin spectrogram-ka hal baas. FastSpeech 2 ayaa tan ku wanaajisay iyadoo la saadaaliyay garoon iyo tamar sidoo kale, iyo iyadoo la tababarayo yoolalka muddada lagu beegsanayo isku xirnaanta qasabka ah halkii laga saari lahaa moodeel macalin oo gaabis ah, oo keenaya hadal dabiici ah oo la xakameyn karo.
Aragtida Farsamada
Khiyaamada muhiimka ah waa hagaha dhererka. Sababtoo ah qoraalka iyo maqalku waxay leeyihiin dherero kala duwan, FastSpeech waxay saadaalisaa muddada taleefoon kasta oo si fudud u soo celisa xaaladda qarsoon ee Phoneme marar badan si ay ula mid noqoto dhererka spectrogram. Toosintan cad waxay beddeshaa dareenka jilicsan. Soo saarista jir kasta oo barbar socda waxay la macno tahay wakhti go'aan qaadasho oo kali ah waxay ku xidhan tahay dhererka jumlada, iyo ka saarida wareegtada is-difaaca ah waxay meesha ka saaraysaa khaladaadkii ka booday ee booday iyo ku celcelinta kalmada.
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 Hadalka FastSpeech iyo Aan-Autoregressive TTS
Isku-dubarid aan autoregressive-ka ahayn hadda waa wax-soo-saarka TTS sababtoo ah waa mid degdeg ah, adag, oo la xakameyn karo. Nidaamyada mustaqbalku waxay u riixaan dhinaca kantaroolka wanaagsan ee prosody, qulqulka daahitaanka hoose ee codsiyada tooska ah, iyo kala duwanaanshiyaha dhamaadka-ilaa-dhamaadka kuwaas oo ka boodaya spectrogram-ka dhexe gabi ahaanba. Noocyada kala-baxa-iyo socodka ku salaysan ee moodooyinka aan autoregressive-ka ahayn ayaa sidoo kale kor u kacaya, isku darka isbarbardhigga FastSpeech iyo tayada wax-soo-saarka ee xooggan, halka koontaroollada cad iyo muddada xaddidan ay weli yihiin kuwo lagu qiimeeyay tafatirka, alaabta codka muujinta.
Dhaqangelinta Adduunka-dhabta ah
Barnaamijyada hagidda-waqtiga-dhabta ah waxay dhaliyaan kicinta cod-wareejinta isla markaaba isticmaalaya isbarbar-dhigga qaabka FastSpeech.
Nidaamyada adeegga macaamiisha IVR waxay u beddelaan qoraalka firfircoon hadalka cabbirka iyada oo aan lahayn khaladaad kelmad-boodid.
Akhristayaasha shaashada ee gelitaanka waxay soo saaraan hadal degdeg ah, oo la isku halayn karo oo loogu talagalay dukumentiyada dheer ee qalabka fudud.
Aaladaha ku jira codka ayaa u oggolaanaya hal-abuurayaashu inay toos u hagaajiyaan heerka hadalka, taas oo ay ugu wacan tahay FastSpeech 2's saadaashii saafiga ahaa ee dhawaaqa iyo tamarta.
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
Tortoise TTS Is-bahaysiga Dib-u-celinta
Su'aalaha soo noqnoqda
What is FastSpeech and Non-Autoregressive TTS?
FastSpeech waxay soo saartaa spectrogram hadalka oo dhan oo isbarbar socda halkii ay ka ahaan lahayd hal qaab markiiba, taas oo samaynaysa isku-dubarid si aad u dhakhso badan oo xasilloon. Waxay xallisay gaabiska, jiilka khaladka u nugul ee dhibay moodooyinka hore ee autoregressive sida Tacotron.
Waa maxay macnaha 'non-autoregressive' macnaha guud ee FastSpeech?
Aan-Autoregressive-ka ahayn macneheedu waxa weeye xayndaabyada isbar-bar yaacaya ee hal baas ah, ee aan shuruud ku xidhnayn hal-hal-mid-beeremyadii hore.
Dhibaato noocee ah sida Tacotron 2 ayaa FastSpeech si gaar ah wax uga qabtaa?
Feejignaanta autoregressive waxay keeni kartaa si khaldan, taasoo keenta kelmado la booday ama soo noqnoqda, iyo kala saarista isku xigta waa mid gaabis ah; FastSpeech ayaa hagaajiya labadaba.
Waa maxay doorka 'xakameeyaha dhererka' ee FastSpeech?
Xakameeyaha dhererka ayaa ku balaadhiya sifooyinka foneme iyadoo la eegayo muddada la saadaaliyay, isaga oo isku toosinaya taxanaha qoraalka gaaban iyo spectrogram dheer.
Muxuu FastSpeech 2 ku daray marka loo eego FastSpeech asalka ah?
FastSpeech 2 wuxuu saadaaliyaa garoonada iyo tamarta wuxuuna isticmaalaa waqtiyo isku toosin ah oo lagu qasbay halkii uu ka ahaan lahaa macalin gaabis ah, hagaajinta dabiiciga iyo xakamaynta.
Waa maxay sababta FastSpeech's u fiirsigu si dirqi ah ugu koraan dhererka jumlada?
Sababtoo ah jiilku waa isbarbar socdaa, ku darida xayndaabyo badan kuma dhufto tillaabooyinka isku xigxiga sida uu u sameeyo codaynta autoregressive.