Isku-habaynta monotoniga ah ee Glow-TTS
Glow-TTS waa qaab qoraal-ku-hadal ah oo barta in la waafajiyo qoraalka hadalka keligiis isaga oo isticmaalaya khiyaamo raadin oo xariif ah, isaga oo meesha ka saaraya baahida toosiye gaar ah.
Dulmar
It matters because it makes training simpler and synthesis fast and parallel.
quusid qoto dheer
Glow-TTS, oo ay soo bandhigeen Kim iyo asxaabtiisa sanadka 2020, waxay ka soo saartaa mel-spectrogram qoraalka iyadoo la isticmaalayo koodeer socodka ku salaysan iyo habka isku xidhka ee ku dhex jira ee loo yaqaan Monotonic Alignment Search (MAS). Nidaamyadii hore ee TTS sida Tacotron 2 waxay adeegsadeen fiiro gaar ah si ay u go'aamiyaan xarfaha qoraalka u dhigma qaabka maqalka, laakiin dareenka ayaa ka boodi kara erayada, ku celcelin kara, ama jebin kara jumlado dhaadheer. Glow-TTS taa beddelkeeda waxa ay u malaynaysaa in toosintu ay tahay mid keli ah (qoraalka waxaa loo akhriyaa bidix-ilaa-midig) iyo qalab (khariidado calaamad kasta oo qoraal ah ugu yaraan hal jir ah). Waxay isticmaashaa barnaamijyo firfircoon si ay u hesho isku-habaynta ugu badan ee noocaas ah inta lagu jiro tababarka, ka dibna saadaaliye yar oo waqti yar ayaa baranaya inuu soo saaro marka la eego. Tani waxay dhalisaa jiil hadal oo adag, barbar socda, oo la xakamayn karo.
Aragtida Farsamada
MAS waxay ula dhaqantaa isku toosinta sidii helitaanka dariiqa hal-abuurka leh ee suurtogalka ah ee ugu sarreeya iyada oo loo marayo matrix dhibcaha qoraalka kasta ka soo horjeeda qaab kasta oo spectrogram ah, oo lagu xalliyo barnaamijyo firfircoon sida Viterbi decoding. Sababtoo ah codbixiyehu waa socodka caadiga ah, qaabku wuxuu xisaabiyaa suurtogalnimada xogta saxda ah, markaa MAS waxay si toos ah u kordhin kartaa suurtogalnimadaas oo ka sarreeya toosinta saxda ah. Marka la eego, wax raadis ah looma baahna: muddada saadaasha waxay soo saartaa inta xayndaab kasta calaamad kasta, iyo socodka qulqulka ayaa u socda si barbar socda.
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 Isku-xidhka Hal-abuurka ee Glow-TTS
Fikirka isku toosan ee hal-abuurka ah ee uu hormoodka ka yahay Glow-TTS hadda waxay taageertaa habab badan oo casri ah oo aan madaxbannaanayn, oo ay ku jiraan VITS, kuwaas oo ku xidhay cod-bixiyaha jiilka hir-dhamaadka-ilaa-dhamaadka. Filo isticmaalka joogtada ah ee qaabka MAS isku toosinta adag ee luqadaha kheyraadka hooseeya, codadka qalabka-waqtiga-dhabta ah, iyo hadalka la kontarooli karo halkaas oo muddada, garoonka, iyo socodka ay tahay in si cad loo tafatiro. Faafinta iyo qulqulka-ku-habboonaanta TTS ayaa si isa soo taraysa u amaahanaysa qoraalkan nadiifka ah-qaabaynta khariidaynta xasiloonida.
Dhaqangelinta Adduunka-dhabta ah
Tabobar cod sheeko-buug-maqal ah oo adag oo aan waligiis ka boodin ama ku soo celin erayada cutubyada dhaadheer
Xoojinta marxaladda isku toosinta ee VITS-ku-saleysan-kaaliyeyaasha codka ee isha furan iyo akhristayaasha shaashadda
Dhisidda TTS la kontarooli karo halkaas oo aad ku fidiso ama ku cadaadiso muddada Phoneme-ga si tartiib ah, loogu dhawaaqo dhawaaq cad gudaha abka barashada luqadda
Soo saarista xogta hadalka synthetic ee luqadaha kheyraadka hooseeya halkaasoo xogta gacanta ku toosan ay ku yar tahay
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
FastPitch Pitch-TTS oo la xakameyn karo
Su'aalaha soo noqnoqda
What is Glow-TTS Monotonic Alignment?
Glow-TTS waa qaab qoraal-ku-hadal ah oo barta in la waafajiyo qoraalka hadalka keligiis isaga oo isticmaalaya khiyaamo raadin oo xariif ah, isaga oo meesha ka saaraya baahida toosiye gaar ah. Waa muhiim sababtoo ah waxay ka dhigaysaa tababarka mid fudud oo isku dhafan si degdeg ah oo barbar socda.
Waa maxay dhibaatada TTS-ku-salaysan ee Glow-TTS ujeedadeedu tahay inay hagaajiso?
Feejignaantu waxay khaldami kartaa wax gelinta dheer, taasoo keenta erayo la booday ama soo noqnoqda; Glow-TTS waxay xoojisaa isku toosinta monotonic si taas looga fogaado.
Maxay MAS uga taagan tahay Glow-TTS?
MAS waa Monotonic alignment Search, jadwalka-barnaamijka firfircoon ee hela toosinta qoraalka-ilaa-qaabka ugu fiican.
Waa maxay sababta toosinta loogu baahan yahay inay noqoto monotonic?
Hadalku wuxuu u akhriyaa qoraalka si isdaba joog ah, markaa toosintu waa inay hore ugu sii socotaa qoraalka marka wakhtigu soo kordho.
Nooc noocee ah ayaa Glow-TTS u adeegsada in ay ku daydo spectrograms?
Glow-TTS waxay isticmaashaa koodheeyaha socodka ku salaysan, kaas oo siinaya suurtogalnimo sax ah in MAS ay ka badin karto isku toosinta.
Waqtiga go'aaminta, sidee buu Glow-TTS u go'aamiyaa muddada qoraalka kastaa uu jiro?
MAS waxa kaliya oo looga baahan yahay tababarka; saadaasha muddada la bartay waxay sahayda jir-token kasta tirinta marka la eego, awoodna u siinaya jiilka barbar socda.