StyleTTS 2 Diffusion stil
StyleTTS 2 xeetu bind-ci-wax la buy jëfandikoo 'stil' baat - prosody, yëg-yëg, ak timbre waxkat - ni variable bu bari buñu sample ak xeetu diffusion, ba noppi synthesize audio ak tàggat adversarial ci xeetu làkk wax bu yaatu.
Résumé
It matters because it reached human-level naturalness on single-speaker benchmarks without needing a reference clip at inference time.
Plongeur bu xóot
StyleTTS 2, bi gëstukat yi ci Columbia University genne ci 2023, dafay defar kàddu ci njëkka jël misaalu 'vecteur stil' bu nëbbu ci jëfandikoo ab pexe diffusion bu lalu ci bind biñ dugal rek, ginaaw ga mu dekode stil boobu boole ci fonem yi ci benn forme vague. Vecteur stil bi mooy saytu lépp luñu bindul ci mbind mi: ni ñuy waxee, intonasioŋ bi, noppalu yi, ak melo yëg-yëg bi. Lu gëna am solo mooy, dafay yokk tàggat yaram ak xeetu làkk yu mag yuñ tàggat bu njëkk (WavLM) ñuy tàqale, di puus génne gi ci audio bu dëggu buy nuru nit. Ci benchmark LJSpeech, dafa raw enregistrement nit ci note déglukat yi, ci kaw LibriTTS bu bari-waxkat, dafa méngoo ak dëgg - muy jéego bu am solo ci kalite TTS neural.
Gis-gis xarala
Li gëna am solo mooy diffusion stil: ludul wax benn prosody bu takku, StyleTTS 2 dafay modele stil ni distribution probabilité ak misaal ci modelu diffusion buy daw ci barab bu nëbbu bu am dimension yu woyof, suko defee ñu mëna wax benn frase ci anam yu bari. Jeexal ba ci njeexte, li ñuy wax luy yàgg, encodeur stil, decodeur, ak WavLM-based adversarial discriminator ñu ngi leen di tàggat ñoom ñaar, bàyyi gradient yi ñu joge ci kalite forme vague dellu ci pipeline bi yépp.
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 StyleTTS 2 diffusion stil
Xaarandil ni diffusion stil bi dafay boole ak klonaasu baat bu amul benn tiire, suko defee ay segond yu néew ci audio royuwaay bi di doxal stil biñ sample, ak ay handle yuñ mëna doxal ngir may defarkat yi ñu woo emotion, emphase, wala ritm bu leer. Version distiye yu woyof yi deñuy fexe dagg échantillonnage diffusion bu bari bi ngir jëfandikoo ci aparey yi ci jamono dëgg. Bi xeetu yii demee ba yegg ci kalite diffusion, watermarking ak firndelu deggoo dina nekk luñuy jagleel ngir saafara jafe-jafe yi ci baat-spoofing ak deepfake jëfandikoo lu jaarul yoon.
Doxal ci àdduna dëgg
Defar ay audiobook yuy nettali fu benn waxkat bi di wuutale prosody ci chapitre yi ci barabu sone bu benn
Defar ay baatu personage yu fëgër ngir jeu indie ak animation te doo jël aktër yu bari yuy joxe baat
Dafay am doole jàngat ekraŋ yu yomb yi nuru nit ñu doy ngir déglu bu yàgg
Sosal e-learning buy wax ci làkk wi, ànd ak fësal ak ritm bu juge ci mbindu script bu woyof
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
Spektrogram diffusion
Laaj yi ñuy faral di laaj
What is StyleTTS 2 Style Diffusion?
StyleTTS 2 xeetu bind-ci-wax la buy jëfandikoo 'stil' baat - prosody, yëg-yëg, ak timbre waxkat - ni variable bu bari buñu sample ak xeetu diffusion, ba noppi synthesize audio ak tàggat adversarial ci xeetu làkk wax bu yaatu. Dafa am solo ndax yegg na ci niveau naturalité bu nit ñi ci benchmarks yu benn-waxkat te soxlawul clip de referansi ci waxtu inference.
Lan mooy modelu StyleTTS 2 ci jëfandikoo anam wu tasaaroo?
StyleTTS 2 dafay misaal vecteur stil bu am dimension bu woyof ak modelu diffusion, di jàpp prosody, yëg-yëg, ak màndarga waxinkat yi bind bi leeralul.
Ban xeetu wax buñu njëkka tàggat lañuy jëfandikoo ngir xeex mbañeel ci StyleTTS 2?
StyleTTS 2 dafay jëfandikoo xeeti làkk yu yaatu yu melni WavLM ñuy tànnal ci tàggat yaram ngir push génne yi ci audio buy sone nit.
Lan moo tax StyleTTS 2 mëna wax benn frase ci anam yu bari?
Ndax dañuy jàppee stil bi ni variable bu bariwul, ñu jël misaal ci diffusion, jamono bu nekk mën na defar prosody bu wuute waaye bu natureel ngir mbind mu nuróo.
Ci ban benn-waxkat la StyleTTS 2 wax ni dafa raw enregistremaa yu nit ci notu déglukat yi?
Ci wàllu LJSpeech, StyleTTS 2 amna tolluwaayu déglukat bu ëpp li nit ñi enregistre ci dëgg.
Lan la tàggat yaram 'mujj-ba-mujj' di jox StyleTTS 2?
Taggat yaram buñ boole muy jeexal kalite audio bi mujjee yeesal diir bi ñuy wax, encodeur stil, ak decodeur ñoom ñaar, duñu nekk ci ay etape yuñ tàqale.