Glow-TTS yoon wu monotonik
Glow-TTS xeetu bind-ak-kaddu la buy jàng méngale bind ak kàddu ci boppam ci jëfandikoo pexe seetlu bu am xel, moo tax doo soxla beneen méngalekat.
Résumé
It matters because it makes training simpler and synthesis fast and parallel.
Plongeur bu xóot
Glow-TTS, bi Kim ak ay naataangoom dugal ci 2020, dafay defar mel-spectrogram ci mbind di jëfandikoo dekodeer bu sukkandiko ci debit ak benn jumtukaay buñ tabax ci biir bu tuddu Seetug Réewum Monotonik (MAS). Sistem TTS yu njëkk ya melni Tacotron 2 dañu daan jëfandikoo attention ngir xam ban arafu mbind moo méngoo ak ban kadre audio, waaye attention mën na salte kàddu yi, baamtu leen, wala dog ci frase yu gudd. Glow-TTS lu moy loolu dafay xalaat ni yoon wi dafa wara nekk monotonic (bind bi dañu koy jàng cammoy ba ndeyjoor) ak surjective (bépp mbind token dafay méngoo ak benn kadre). Dafay jëfandikoo prograam dinaamik ngir gis njubluwaay bi gëna mëna am ci diiru tàggat, ginaaw ga ab prediktor bu ndaw jàng ni ñu koy defaraat ci inference. Loolu mooy jur kàddu yu dëgër, paralel te ñu mëna saytu.
Gis-gis xarala
MAS dafay jàppee yoon wi gëna am wërsëg gis yoonu monotonik jaare ko ci matrix buy poñ token bu nekk ci spectrogram bu nekk, ñu saafara ko ci prograam buy dinaamik bu melni dekodaasu Viterbi. Ndax decoder bi dafay normalise flow, model bi dafay xayma limu mëna am ci done yi, suko defee MAS mën na yokk limu mëna am ci alignment yu baax yi. Ci inference, seetlu bu soxlawul: predictor duration bi dafay génne ñaata kadre la token bu nekk di span, ba noppi flow bi dafay daw paralel.
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 Glow-TTS
Xalaatu alignment monotonic bi Glow-TTS njëkka amal mooy gëna dooleel sistem yu bees yu bari yu amul autoregressif, lu ci melni VITS, bi koy boole ak vocoder ngir defar forme onde yu yam ci njeexte. Xaarandi wéyal jëfandikoo MAS-style hard alignment ci làkk yu néew doole, baat ci aparey bi ci jamono dëgg, ak kàddu yuñ mëna saytu fuñu wara soppali duration, pitch, ak ritm ci anam wu leer. Diffusion ak TTS yuy méngoo ak debit dañuy gëna lebal kàrtu bind bu sell bii ngir am dayo.
Doxal ci àdduna dëgg
Taggat ab baat buy nettali audiobook bu dëgër te du musa tëb wala baamtu kàddu ci paragraf yu gudd
Yokkateg etape bu méngoo bu VITS-based assistant vocal ouvert ak jàngukaay ekraŋ
Tabax TTS buñu mëna saytu, di tàllal wala di tënk diiru fonem yi ngir waxin bu yeex te leer ci aplikaasioŋu jàng làkk yi
Defar ay done yuñ defar ngir làkk yu néew doole, fu ay done yuñ defaree loxo bariwul
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
FastPitch TTS buñu mëna saytu
Laaj yi ñuy faral di laaj
What is Glow-TTS Monotonic Alignment?
Glow-TTS xeetu bind-ak-kaddu la buy jàng méngale bind ak kàddu ci boppam ci jëfandikoo pexe seetlu bu am xel, moo tax doo soxla beneen méngalekat. Dafa am solo ndax dafay yombal tàggat bi, synthese bi gëna gaaw te paralel.
Ban jafe-jafe ak TTS bu lalu ci bàyyi xel la Glow-TTS bëgga saafara?
Attention mën na jaarul yoon ci ay dugal yu gudd, te loolu mën na tax ñu sànni wala ñu baamtu kàddu yi; Glow-TTS dafay fexe nu ñu defaree benn yoon ngir moytu loolu.
Luy MAS ci Glow-TTS?
MAS mooy Seetug Liggéeyukaay bu Monotonik, di prograam buy soppiku biy wut lignéer bi gëna baax ci diggante mbind ak kaadar.
Lu tax ñu wara jubluwaay bi nekk monotone?
Kaddu dafay jàng mbind ci anam wu toppalante, kon liggéey bi dafa wara dem ca kanam ci biir mbind mi lu jamono di gëna dem.
Ban xeetu dekodeer la Glow-TTS di jëfandikoo ngir defar ay spektrogram?
Glow-TTS dafay jëfandikoo dekodeer bu sukkandiko ci debit, loolu mooy tax MAS mëna yokk njubluwaay yi.
Ci waxtu inference, naka la Glow-TTS di dogal ba ñaata fan la token text bu nekk di yàgg?
MAS ci tàggat yaram kese lañu ko soxla; ab predictor duration buñu jàngee dafay joxe lim ci kaadar token bu nekk ci inference bi, loolu mooy tax ñu mëna defar paralel.