Grapheme-Kuri-Foneme Guhindura
Grapheme-to-phoneme (G2P) ihindura inyuguti zanditse mumajwi sisitemu yo kuvuga igomba kuvuga.
Incamake
It is the bridge that lets text-to-speech say 'read' correctly in past versus present tense and handle words it has never seen before.
Kwibira cyane
Igishushanyo ni inyuguti wanditse; fonema ni amajwi atandukanye yururimi (Icyongereza gifite 40). Mu ndimi nkicyongereza, imyandikire nubuyobozi buzwi cyane bwizewe bwo kuvuga, bityo G2P nikintu cyambere cyimbere-igice cya TTS kandi ni ingirakamaro mukumenyekanisha imvugo byikora. Sisitemu ya kera ishingiye ku nkoranyamagambo nini nka CMUdict, hanyuma igaruka ku mategeko cyangwa imiterere y'ibarurishamibare ku magambo atari mu magambo. G2P igezweho ifata ikibazo nkubusobanuro bwakurikiranye-bikurikiranye: neoder encoder-decoder cyangwa transformateur asoma umurongo winyuguti kandi asohora umugozi wa foneme, akenshi mubisobanuro bya ARPAbet cyangwa IPA. Icy'ingenzi, G2P nziza ikemura amazina atandukanye - imyandikire imwe, amajwi atandukanye nka 'kuyobora' icyuma na 'kuyobora' inshinga - ukoresheje imiterere ikikije igice-cy-amakuru yamakuru.
Ubushishozi
Moderi ya G2P yerekana imiterere ikurikirana kandi ikuraho fonema icyarimwe, ikiga guhuza nka 'ph' kuri / f / amajwi cyangwa inyuguti zicecetse zishushanya ubusa. Kuberako ibyinjira nibisohoka uburebure butandukanye, kwitondera cyangwa guhuza CTC bikoreshwa kuruta gushushanya ikarita imwe. Ibimenyetso bya Stress (nkuko biri muri AH0 ya ARPAbet na AH1) nabyo birahanurwa. Inkoranyamagambo ishakisha ikoresha amagambo asanzwe kugirango ibe impamo, mugihe imiterere yimyumvire rusange ihuza amazina, ibirango, hamwe nimyandikire.
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 Grapheme-Kuri-Foneme Guhindura
G2P igenda yerekeza ku ndimi nyinshi no guhinduranya kode yerekana inyandiko ivanze-imvugo hamwe ninguzanyo yatijwe mumurongo umwe, hiyongereyeho gutandukana neza na heteronyme ukoresheje interuro yuzuye uhereye kumurongo wururimi. Sisitemu zimwe zihereza-ziherezo za TTS ubu ziga kuvuga mu buryo butaziguye no gusimbuka fonema isobanutse, ariko ibishushanyo mbonera bivanga bikomeza kwerekana fonema bikomeza gukundwa no kugenzura no gukosora amagambo adasanzwe. Tegereza kwishyira hamwe hamwe nururimi runini rwimiterere-imvugo-imenyekanisha hamwe no gukwirakwiza kwinshi kwindimi-mikoreshereze yindimi.
Gushyira mu bikorwa Isi
Kureka umwandiko-ku-jwi ukavuga neza amazina atamenyerewe, ahantu, n'amagambo y'ibirango bitari mu nkoranyamagambo yayo.
Gutandukanya amazina atandukanye nka 'amarira' (rip) na 'amarira' (kurira) ukurikije interuro.
Kubaka imvugo yamagambo yindimi-mikoreshereze yindimi aho nta nkoranyamagambo nini ibaho.
Gufasha kumenya imvugo no kuvuga-ibitekerezo-ururimi-rwiga porogaramu ikarita yerekana amajwi ateganijwe.
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
Guhindura Ijwi
Ibibazo bikunze kubazwa
What is Grapheme-to-Phoneme Conversion?
Grapheme-to-phoneme (G2P) ihindura inyuguti zanditse mumajwi sisitemu yo kuvuga igomba kuvuga. Nicyo kiraro kireka inyandiko-mvugo ikavuga ngo 'soma' neza mubihe byashize hamwe nigihe cyubu kandi ikore amagambo itigeze ibona mbere.
Muri grapheme-kuri-foneme ihinduka, 'fonema' ni iki?
Fonemesi ni amajwi mato mato atandukanye (Icyongereza gifite 40); graphemes ni inyuguti zanditse.
Kuki G2P igoye cyane icyongereza?
Imyandikire yicyongereza ntisanzwe - inyuguti ninyuguti zihuza ikarita kumajwi idahuye, bigatuma amategeko ashingiye kumvugo atizewe.
Niki 'heteronym' G2P igomba gukemura?
Heteronyme nka 'kuyobora' (icyuma) na 'kuyobora' (kuyobora) gusangira imyandikire ariko bitandukanye mumajwi; imiterere n'ibice by'imvugo birabatandukanya.
Nuwuhe mutungo ninkoranyamagambo yicyongereza isanzwe ikoreshwa muri sisitemu ya G2P?
Inkoranyamagambo ya Carnegie Mellon (CMUdict) itanga inyandiko ya ARPAbet ya fonema yamagambo menshi yicyongereza.
Nigute moderi igezweho ya G2P isanzwe ikora umurimo?
Neural G2P ikoresha encoder-decoder cyangwa transformateur yububiko kugirango ihindure urutonde rwimiterere muburyo bwa fonema, ikora uburebure butandukanye binyuze mubitekerezo cyangwa CTC.