MelGAN vocodeur buy defar
MelGAN ab vocoder la bu sukkandiko ci GAN buy soppi spectrogram mel yi ci forme onde audio yu ñor ci benn jéego bu gaaw.
Résumé
It mattered because it proved high-quality, non-autoregressive speech synthesis could run hundreds of times faster than real time on a GPU.
Plongeur bu xóot
MelGAN, Kumar ak ñeneen ñoo ko dugal. ci 2019, defar na audio te du am loop bu yeex bi WaveNet di jëfandikoo. Generatëram dafay nuru ay convolusioŋ yuñ toxal yuy jël spectrogram mel (80 bande de fréquence) ba ci tolluwaayu échantillonnage audio bi, ak ay bloc yu des yuy jëfandikoo convolusioŋ yu yaatu ngir yaatal barab biy jot. Li gëna am solo ci coppite yi mooy tàggat ak diskriminatër yu bari yuy liggéey ci eskaalu audio yu wuute (forme vague bu njëkk ba ak version yu ñu wàññi), ku nekk di xool palanteer yuy jaxasoo. Benn perte bu méngoo ak man-man dafay méngale tànneefi tànneef yi ci diggante audio dëgg ak fen, di dakkal tàggat GAN. Modèle bi dafa tuuti ci wàllu neural-audio standard te dafay daw lu gëna gaaw ci waxtu dëgg ba ci CPU, moo tax mu mëna jëfandikoo ci aparey biy bind ci kàddu.
Gis-gis xarala
Discriminatëru eskaal yu bari yu MelGAN dafay jëfandikoo ñatti reso yu nuróo di xool audio ci dayo bu mat, genn-wàll ak xaaj, bu nekk di jàpp structure ci ay fréquence yu wuute. Ci anam wu gëna am solo, MelGAN dafa wéeru ci ñàkka méngoo ak màndarga (distance L1 diggante kàrtu màndarga yi ci audio dëgg ak audio buñ defar) moo gën ñàkka am spectrogram bu leer, loolu dafay ñaax generatër bi mu méngoo ak lim audio dëgg layer par layer.
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 Vocoder buy defar MelGAN
MelGAN moo jur famiy vokoder GAN. Ñi ko donnu ci liggéey bi, HiFi-GAN ak UnivNet, tëyewoon nañu ci anam wu gaaw wi du dellu ginaaw waaye ñu yokk ci ay diir yu bari ak ay resolusioŋ yu bari ngir am fréquence yu kawe yu gëna set. Architecture bi mingi dundu ci aparey bi ak TTS biy dawal, fu latency ak dayo model bi am solo, te xalaatam yi ñuy tàqale dañuy wéy di am njeexital ci codec neuronal yi ak sistem yiy defar music, fu tàggat yaram di gëna baaxal kalite perceptual.
Doxal ci àdduna dëgg
Bind-ci-kaddu ci aparey bi ci assistant mobile fu vocoder bu ndaw te gaaw di moytu tukkib cloud
Tuyo yiy soppi baat ci jamono dëgg, yuy soppi mel-spectrogram u kàddukat bi ci baat biñ bëgga wax
Jumtukaayi jeu ak animation yuy boole waxtaanu personage yi ci spectrogram yuñ defaree ak latency bu néew
Gëstub GANs audio, fu ñuy jëfandikoowaat MelGAN's màndarga-matching loss ngir music ak defar ay efekt son
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
Vocodeur de diffusion d'onde diffusion
Laaj yi ñuy faral di laaj
What is MelGAN Generative Vocoder?
MelGAN ab vocoder la bu sukkandiko ci GAN buy soppi spectrogram mel yi ci forme onde audio yu ñor ci benn jéego bu gaaw. Dafa am solo ndax dafa wane ni kàddu yu baax, yu amul autoregressive mën nañu daw téemeeri yoon lu gëna gaaw ci GPU.
Lan la MelGAN di soppi ci forme onde audio bu ñor?
MelGAN vocoder la: dafay jël màndarga akustik, mel-spectrogram, ba noppi defar jëmmu onde bi ko méngoo.
Lu tax MelGAN di gëna gaaw WaveNet ci xayma?
WaveNet dafay defar ay misaal benn-benn ci anam wuy dellu ginaaw; Generatëru convolution bu MelGAN dafay defar forme onde bi yépp ci benn jéego bu paralel.
Ban jëmmal bu wuute la MelGAN dugal?
MelGAN dafay jëfandikoo ay diskriminatër yu nuróo yu bari yuy saytu jëmmu vague bu njëkk bi ak xeetu downsampled ngir jàpp structure ci eskaal yu wuute.
Ban perte mooy jàppale MelGAN mu mëna dakkal tàggat yaram?
Perte bi méngoo ak man-man yi dafay wàññi diggante L1 diggante kàrtu man-man yi ngir audio dëgg ak yiñ defar, di teg generatër bi ak dakkal tàggat bi.
naka la generatëru MelGAN di yokke champ réceptif bi?
Blok yi des ak ay convolution yu yaatu dañuy yaatal barabu jot gi bu baax, loolu mooy tax modelu generatër bi am structure temporel bu sori.