VITS Iherezo-Kuri-Imvugo Ijambo
VITS ni inyandiko-y-imvugo yerekana ihindura inyandiko mu buryo butaziguye mu majwi mbisi ya sisitemu imwe yatojwe, isimbuka umuyoboro usanzwe w'ibyiciro bibiri.
Incamake
By combining variational inference with adversarial training, it produces remarkably natural, expressive speech.
Kwibira cyane
VITS. Autoencoder itondekanya ibintu (VAE) yiga kwerekana imvugo yihishe, imvugo isanzwe ituma iryo gabana ryihishwa ryoroha bihagije kugirango rifate ibisobanuro byiza bya acoustic, kandi ivangura rishingiye ku buryo bwa GAN risunika imiterere yabyaye yerekeza kuri realism. Icy'ingenzi, VITS itoza moderi ya acoustic na majwi hamwe aho kuba ibyiciro bibiri, ikuraho ibidahuye bitesha agaciro ubuziranenge mugihe module yatojwe ukwayo. Itangiza kandi igihe cyateganijwe cyo guhanura, bityo interuro imwe irashobora kuvugwa nindirimbo zitandukanye, zumvikana-buri gihe.
Ubushishozi
VITS ikemura ikibazo cyo guhuza hamwe na Monotonic Alignment Search (MAS), isanga ikarita nziza hagati yikimenyetso cyanditse hamwe namajwi yamajwi mugihe cyamahugurwa nta guhuza hanze. Inyuma ya VAE ibarwa uhereye kumajwi nyirizina, mugihe ibyateganijwe mbere yinyandiko bivugururwa nibisanzwe bitemba kugirango bihuze. Mugusuzuma, utanga icyitegererezo uhereye kumyandiko ibanziriza hanyuma ugahita uhinduranya kugirango uhindurwe, bityo rero nta mel-spectrogramu itandukanye kandi nta majwi atandukanye akenewe.
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 VITS Impera-Kuri-Imvugo Synthesis
VITS yabyaye umuryango wabasimbuye biganje kumasoko ya TTS. VITS2 yoroshya imyubakire kandi itezimbere kamere, mugihe YourTTS yawe hamwe na Coqui XTTS yakoreshejwe cyane yongereye uburyo bwo gukoresha amajwi ya zeru-zeru n'indimi nyinshi. Witege ko uzakomeza imirimo yoroheje, igihe-nyacyo ku bikoresho bihinduka, uburyo bwiza bwo kuvuga indimi nyinshi ku ndimi zidafite amikoro make, no kugenzura cyane amarangamutima n'imvugo, kubera ko igishushanyo mbonera-kirangiye ari umusingi ushimishije, wunvikana neza gushingiraho.
Gushyira mu bikorwa Isi
Coqui TTS yohereza moderi ishingiye kuri VITS itegura neza kugirango ikoreshe ijwi ryabavuga amajwi kubitabo byamajwi.
Gufungura-isoko yijwi ryabafasha kuri Raspberry Pi-urwego rwicyuma ukoreshe moderi ya VITS yoroheje kugirango isohore imvugo yuzuye kumurongo.
Porogaramu-yiga ururimi itanga ingero zo kuvuga bisanzwe ukoresheje indimi nyinshi za VITS nka YourTTS.
Sitidiyo yimikino ya Indie ikomatanya imirongo itandukanye ya NPC, yishingikiriza kumurongo uhoraho uteganijwe kubitekerezo bidafite robot.
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
Amarangamutima Yamagambo
Ibibazo bikunze kubazwa
What is VITS End-to-End Speech Synthesis?
VITS ni inyandiko-y-imvugo yerekana ihindura inyandiko mu buryo butaziguye mu majwi mbisi ya sisitemu imwe yatojwe, isimbuka umuyoboro usanzwe w'ibyiciro bibiri. Muguhuza imyanzuro itandukanye hamwe namahugurwa yo kurwanya, itanga imvugo idasanzwe, yerekana imvugo.
Amagambo ahinnye ya VITS agereranya iki?
VITS isobanura Impinduka zinyuranye hamwe no kwigira kubirwanya kurangiza-kurangiza Umwandiko-Kuri-Imvugo, byerekana ibintu bitatu byingenzi.
Ni irihe tandukaniro nyamukuru ryubwubatsi hagati ya VITS numuyoboro gakondo wa TTS?
VITS ni iherezo-iherezo: yiga inyandiko-kuri-flimform muburyo bumwe, ikirinda kudahuza imiterere ya acoustic itandukanye na majwi.
Nigute VITS yiga guhuza inyandiko ninyandiko zamajwi?
VITS ikoresha Monotonic Guhuza Gushakisha kugirango umenye neza inyandiko-kumurongo ihuza imbere, nta na aligner yo hanze isabwa.
Kuki VITS ikubiyemo guhanura igihe kirekire?
Igihe gihamye cyo guhanura kureka interuro imwe ikavugwa nindirimbo karemano zitandukanye, ukirinda cadence ya tekinike.
Niki kintu gisunika VITS isohoka kumajwi yumvikana?
VITS ikoresha imyitozo yo guhangana (GAN), aho ivangura risuzuma niba imiterere yumurongo yumvikana neza, ikanoza ubuziranenge.