WaveGlow Flow-ishingiye kuri Vocoder
WaveGlow numuyoboro ushingiye kumajwi uva muri NVIDIA uhuza imiterere yimvugo ivuye muri mel-spectrogrammes mumurongo umwe nta kwikorera.
Incamake
It matters because it delivers high-quality audio faster than real time using only a simple likelihood loss.
Kwibira cyane
WaveGlow, yasohowe na Prenger, Valle, na Catanzaro muri NVIDIA muri 2018, ihuza ibitekerezo bya Glow na WaveNet kugirango yubake amajwi yihuta kandi yoroshye guhugura. Bitandukanye naba GAN bavuza amajwi, nibisanzwe bitemba: yiga gushushanya bidasubirwaho hagati yikwirakwizwa ryoroheje rya Gaussiya hamwe nijwi ryamajwi, byateganijwe kuri mel-spectrogram. Amahugurwa yerekana uburyo nyabwo bwo kumenya amakuru, bityo rero ntikeneye ivangura ryihariye, nta gusubira inyuma, ndetse no gutandukanya imiyoboro ibiri-mwarimu-umunyeshuri nkuko byavuzwe mbere na WaveNet ikenewe. Kugirango ubyare amajwi urigana urusaku rwa Gaussiya hanyuma ukore urusobe rudasubirwaho. WaveGlow itanga imvugo yubuziranenge igereranywa na WaveNet mugihe ikomatanya byihuse kuruta igihe nyacyo kuri GPU igezweho.
Ubushishozi
WaveGlow itondekanya intambwe zidashobora guhinduka, buriwese uhuza affine ihuza urwego hamwe na 1x1 idahinduka yatijwe muri Glow. Ingero zamajwi zishyizwe mubice binyuze mubikorwa byo gukanda kugirango guhuza ibice bishobora kubahindura neza. Kuberako buri ntambwe idashobora guhinduka, icyerekezo cyimbere kigereranya amahirwe yo gutozwa kandi ikarita yerekana ikarita yerekana urusaku kumajwi kugirango hafatwe umwanzuro. Umuyoboro umwe hamwe nintego imwe itari nziza-ituma imyitozo itajegajega kandi yoroshye.
Ingaruka z'Ingamba
Kugera no kugera
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Igiciro na bije
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Umuvuduko n'igipimo
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Kazoza ka WaveGlow Flow-ishingiye kuri Vocoder
WaveGlow yerekanye ko amajwi meza atemba ashobora guhangana nubwiza bwa autoregressive, bikagira ingaruka kumatwi nyuma no guhuza amajwi yerekana amajwi. Ubworoherane bwayo bumwe gusa buracyashimishije, nubwo abavuga GAN nka HiFi-GAN ubu batsindira mubunini n'umuvuduko. Urebye imbere, ibitekerezo-bitemba kandi bihuza ibitekerezo byongeye kugaruka muri TTS igezweho ikwirakwizwa na TTS, kandi imiterere ya WaveGlow-yuburyo budasubirwaho ikomeza kumenyesha ubushakashatsi kubyerekeranye-bishoboka, bigenzurwa, kandi bikora neza.
Gushyira mu bikorwa Isi
Gufatanya na Tacotron 2 mumurongo wa NVIDIA wa TTS kugirango utange imvugo nziza ya studio
Kwihuta kwa GPU imvugo yo kuvuga, gushidikanya, hamwe nibikorwa byo gukora
Kubyara amahugurwa na demo amajwi mubushakashatsi aho amahugurwa ahamye, atakaza igihombo kimwe
Ijwi-ryukuri-rishobora gusohora amajwi muri sisitemu yimikorere ikorera kubikoresho bya NVIDIA
Ingaruka & Kurinda
Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.
Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.
Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.
Igishushanyo mbonera
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Ijwi ryamajwi atemba-Guhuza Imvugo Igisekuru
Ibibazo bikunze kubazwa
What is WaveGlow Flow-Based Vocoder?
WaveGlow numuyoboro ushingiye kumajwi uva muri NVIDIA uhuza imiterere yimvugo ivuye muri mel-spectrogrammes mumurongo umwe nta kwikorera. Nibyiza kuko itanga amajwi yo murwego rwohejuru byihuse kuruta igihe nyacyo ukoresheje igihombo cyoroshye gusa.
WaveGlow ikomatanya ibitekerezo byubwubatsi biva muburyo bubiri?
WaveGlow ihuza imiterere idasubirwaho ya Glow hamwe nigishushanyo mbonera cyerekana amajwi ya WaveNet.
Ni ubuhe bwoko bwa WaveGlow?
WaveGlow numuyoboro usanzwe wiga gushushanya bidasubirwaho hagati y urusaku rwamajwi ya Gaussia.
Nigute WaveGlow itanga umurongo mugihe cyo gufata umwanzuro?
Kuberako umuyoboro udashobora guhinduka, ushushanya urusaku rwa Gaussiya hanyuma ukayobora imigezi inyuma, itondekanye kuri mel-spectrogram.
Niyihe ntego WaveGlow itezimbere mugihe cy'amahugurwa?
Nkurugendo, WaveGlow yerekana neza log-bishoboka, bisaba ko nta vangura cyangwa ivangura.
Nibihe bice bibiri bigize buri ntambwe idasubirwaho muri WaveGlow?
Buri ntambwe igenda ihuza affine ihuza hamwe na 1x1 idasubirwaho yemejwe kuva Glow.