Glow-TTS Guhuza Monotonic
Glow-TTS nicyitegererezo-cy-imvugo yerekana kwiga guhuza imvugo nijambo ryonyine ukoresheje amayeri yo gushakisha ubwenge, bikuraho ibikenerwa guhuza.
Incamake
It matters because it makes training simpler and synthesis fast and parallel.
Kwibira cyane
Glow-TTS, yatangijwe na Kim na bagenzi be muri 2020, itanga mel-spekrogramu kuva mwandiko ukoresheje decoder ishingiye kumurongo hamwe nuburyo bwubatswe bwo guhuza bwitwa Monotonic Alignment Search (MAS). Sisitemu ya mbere ya TTS nka Tacotron 2 yakoresheje kwitondera guhitamo imiterere yinyandiko ihuye nijwi ryamajwi, ariko kwitonda birashobora gusimbuka amagambo, kubisubiramo, cyangwa gucamo interuro ndende. Glow-TTS ahubwo ifata guhuza bigomba kuba monotonic (inyandiko isomwa ibumoso-iburyo) hamwe na surjective (ikarita yerekana ikarita byibuze ikarita imwe). Ikoresha programing dinamike kugirango ibone bishoboka cyane guhuza mugihe cyamahugurwa, hanyuma igihe gito uteganya igihe cyo kwiga kubyara kubyara. Ibi bitanga ibisekuruza bikomeye, bigereranywa, kandi bigenzurwa.
Ubushishozi
MAS ifata guhuza nkugushakisha inzira-ishoboka cyane ya monotonic binyuze muri matrix itanga amanota buri cyapa kimenyetso kuri buri kintu cya spekrogramu, gikemurwa na programme ikora cyane nka decodeur ya Viterbi. Kuberako decoder ari ibintu bisanzwe bitemba, icyitegererezo kibara amakuru yukuri bishoboka, MAS rero irashobora kwerekana neza ibyo bishoboka kurenza guhuza byemewe. Mugusuzuma, nta gushakisha gukenewe: igihe cyateganijwe cyerekana igihe kingana kangahe buri kimenyetso kigenda, kandi imigendekere ikora murwego rumwe.
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.
Ejo hazaza ha Glow-TTS Guhuza Monotonic
Igitekerezo cyo guhuza monotonic cyatangijwe na Glow-TTS ubu gishimangira sisitemu nyinshi zigezweho zidafite imbaraga, harimo na VITS, ikayihuza nijwi ryijwi ryibisekuruza byanyuma. Witege ko uzakomeza gukoresha MAS-yuburyo bukomeye ihuza indimi nkeya, indimi-nyayo-ku-majwi, hamwe n’imvugo ishobora kugenzurwa aho igihe, ikibanza, hamwe n’umuvuduko bigomba guhindurwa ku buryo bweruye. Gutandukana no guhuza-guhuza TTS bigenda biguza iyi nyandiko isukuye-ikarita yerekana ikarita yo gutuza.
Gushyira mu bikorwa Isi
Kumenyereza amajwi akomeye yerekana amajwi atigera asimbuka cyangwa ngo asubiremo amagambo ku bika birebire
Guha imbaraga icyiciro cyo guhuza VITS ishingiye kumugaragaro-abafasha amajwi hamwe nabasomyi ba ecran
Kubaka TTS ishobora kugenzurwa aho urambuye cyangwa ugabanya igihe cya fonema igihe cyo kuvuga gahoro, gisobanutse neza muri porogaramu ziga ururimi
Gukora imvugo yubukorikori yamakuru yindimi nkeya-indimi aho guhuza intoki ari bike
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
Umuvuduko wihuta-Igenzurwa na TTS
Ibibazo bikunze kubazwa
What is Glow-TTS Monotonic Alignment?
Glow-TTS nicyitegererezo-cy-imvugo yerekana guhuza inyandiko kumvugo yonyine ukoresheje amayeri yo gushakisha ubwenge, bikuraho ibikenewe guhuza. Nibyingenzi kuko bituma imyitozo yoroshye na synthesis byihuse kandi birasa.
Ni ikihe kibazo kijyanye na TTS Glow-TTS igamije gukemura?
Icyitonderwa gishobora kwibeshya ku nyongeramusaruro ndende, bigatera amagambo asimbuka cyangwa asubirwamo; Glow-TTS ishyira hamwe guhuza monotonic kugirango wirinde ibi.
MAS igereranya iki muri Glow-TTS?
MAS ni Monotonic Guhuza Gushakisha, dinamike-progaramu ya gahunda isanga inyandiko nziza kumurongo.
Kuki guhuza bisabwa kuba monotonic?
Imvugo isoma inyandiko ikurikiranye, bityo guhuza bigomba gutera imbere binyuze mumyandiko uko ibihe bigenda bisimburana.
Ni ubuhe bwoko bwa decoder Glow-TTS ikoresha mu kwerekana imiterere ya ecran?
Glow-TTS ikoresha decoder ishingiye kumurongo, itanga amahirwe menshi yuko MAS ishobora kurenza guhuza.
Mugihe cyo gufata umwanzuro, ni gute Glow-TTS ihitamo igihe buri kimenyetso cyanditse kimara?
MAS irakenewe gusa mumahugurwa; wize igihe cyateganijwe cyo gutanga ibikoresho kuri buri kimenyetso kibarwa kubisobanuro, bigafasha ibisekuruza bisa.