Incamake
RNN-Transducer (RNN-T) ni uburyo bworoshye bwo kuvuga imvugo yubaka ikosora intege nke za CTC - kuba idashobora kwerekana urugero rushingiye ku bimenyetso bisohoka. Ifasha byinshi mubikoresho-bizima 'bizima' imvugo ukoresha buri munsi.
Models ya RNN-Transducer yicaye mumajwi-AI yerekana ibikorwa bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Yatangijwe na Alex Graves (2012), RNN-Transducer ihuza ibice bitatu. Kodegisi (umuyoboro wandikirwa) itunganya amajwi mumajwi ya acoustic. Urusobe rwo guhanura rukora nkurugero rwururimi, rutondekanya kurukurikirane rwibimenyetso byasohotse mbere. Umuyoboro muto uhuriweho noneho uhuza kodegisi ya 'aho turi mumajwi' hamwe numuyoboro wo guhanura kureba 'ibyo twavuze kugeza ubu' kugirango utange ikimenyetso gikurikira hejuru yamagambo arimo ubusa. Bitandukanye na CTC, umuyoboro wo guhanura ukuraho igitekerezo-cyigenga, bityo RNN-T yiga imyandikire ifatika hamwe nijambo imbere. Decoding igenda 2D lattice ya majwi-igihe hamwe nibisohoka-ibimenyetso, gusohora ubusa kugirango utere imbere ukoresheje amajwi nibimenyetso nyabyo kugirango utere imbere ukoresheje inyandiko - mubisanzwe ushyigikira ibisohoka.
Ubushishozi
Igihombo cya RNN-T, kimwe na CTC, igereranya inzira zose zemewe zo guhuza binyuze mu gusubira inyuma-gusubira inyuma, ariko hejuru ya gride-ebyiri (igihe intambwe ku myanya isohoka) aho kuba urukurikirane rumwe. Gusohora ibitari ubusa biguma kumurongo umwe wamajwi kandi biteza imbere ikirango; gusohora ubusa. Iyi monotonic, ibumoso-iburyo niyo mpamvu rwose imigezi ya RNN-T isukuye neza hamwe nubukererwe bwimbibi, bitandukanye nubwitonzi bwuzuye bushobora kureba kumvugo yose.
Kumenya Moderi ya RNN-Transducer
RNN-Transducer (RNN-T) ni uburyo bworoshye bwo kuvuga imvugo yubaka ikosora intege nke za CTC - kuba idashobora kwerekana urugero rushingiye ku bimenyetso bisohoka. Ifasha byinshi mubikoresho-bizima 'bizima' imvugo ukoresha buri munsi. Models ya RNN-Transducer yicaye mumajwi-AI yerekana ibikorwa bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugirango wubake byimbitse, fata Moderi ya RNN-Transducer nkicyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Moderi ya RNN-Transducer ifata ubuziranenge, ubukererwe, no kwemererwa nkibice byingenzi byingamba zo kohereza. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mugihe kimwe, gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
__AIU_PROTECTED_11 __ 'ku bikoresho byerekana imvugo kubikoresho bya Gboard hamwe na Pixel Recorder, ikora kumurongo wose
Kwandika neza byerekana amagambo uko uvuga aho gutegereza ko urangiza interuro
Abafasha b'ijwi bandika amategeko hamwe n'ubukererwe buke mugihe ukivuga
Iteraniro-nyaryo no guhamagara transcript aho ibisubizo byigice bigomba kugaragara ubudahwema
Uburyo bwo Gushyira mu bikorwa
Moderi ya RNN-Transducer mubikorwa
__AIU_PROTECTED_11 __ 'ku bikoresho byo kumenyekanisha imvugo kubikoresho bya Gboard hamwe na Pixel Recorder, ikora kumurongo wose.
__II_
Moderi ya RNN-Transducer mubikorwa
Kwandika neza byerekana amagambo uko uvuga aho gutegereza ko urangiza interuro.
Kwandika neza byerekana amagambo uko uvuga aho gutegereza ko urangiza interuro Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Moderi ya RNN-Transducer mubikorwa
Abafasha b'ijwi bandika amategeko hamwe n'ubukererwe buke mugihe ukivuga.
Abafasha b'ijwi bandika amategeko bafite ubukererwe buke mugihe ukiri kuvuga Amakipe mubisanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Moderi ya RNN-Transducer mubikorwa
Iteraniro-nyaryo no guhamagara transcript aho ibisubizo byigice bigomba kugaragara ubudahwema.
Inama-nyayo yo guhamagara no guhamagarira inyandiko-mvugo aho ibisubizo byigice bigomba kugaragara ubudahwema Amakipe asanzwe abona ibisubizo byiza mugihe asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
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.
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa. Fata buri ntambwe nk irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.