Incamake
Umva, Kwitabira no Kwandika (LAS) numuyoboro wingenzi wa 2015 uhuza imvugo mu nyuguti, nta nkoranyamagambo yubatswe n'intoki cyangwa imvugo itandukanye. Yerekanye ko icyitegererezo kimwe cyanyuma-kirangira gishobora gukora imvugo.
Umva Kwitabira na Spell bicaye mumajwi-AI akazi gahindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Umva, Kwitabira no Kuroga, byatangijwe na Google abashakashatsi Chan, Jaitly, Le, na Vinyals muri 2015, yari umwe mubambere bamenye imvugo yanyuma-iherezo. Ifite ibice bibiri: 'Umva,' LSTM ya piramide igereranya amajwi mugihe igabanya igihe, hamwe na 'Speller,' ishingiye kuri decoder ya LSTM isohora inyuguti imwe imwe. Uburyo bwo kwitondera butuma Speller yibanda ku gice kijyanye n'amajwi kuri buri rwandiko rusohoka. Bitandukanye n'imiyoboro ya HMM-DNN ishaje, LAS ntikeneye inkoranyamagambo ya foneme, nta guhuza ku gahato, kandi nta n'indimi yatojwe itandukanye; yiga imyandikire, imbibi zijambo, hamwe na acoustics hamwe uhereye kumajwi yandukuwe. Byashishikarije mu buryo butaziguye sisitemu igezweho-ikurikiranye kandi ishingiye kuri sisitemu ya ASR.
Ubushishozi
LAS ikomatanya kodegisi-decoder hamwe no kwitondera. Kodegisi ya piramide LSTM igabanya kabiri igihe cyo gukemura kuri buri cyiciro, igabanya urutonde rurerure rwa acoustique mu burebure bushobora gucungwa bityo kwitabwaho kurikwega. Kuri buri ntambwe ya decodeur Speller ibara uburemere bwibisobanuro kuri leta zose za kodegisi, ikabihuza murwego rwimiterere, kandi igahanura imiterere ikurikira. Amahugurwa yerekana amahirwe menshi yimiterere ikurikirana; gahunda iteganijwe-yo gutoranya igabanya gari ya moshi / ikizamini kidahuye.
Kwigisha Umva Kwitabira no Kwandika
Umva, Kwitabira no Kwandika (LAS) numuyoboro wingenzi wa 2015 uhuza imvugo mu nyuguti, nta nkoranyamagambo yubatswe n'intoki cyangwa imvugo itandukanye. Yerekanye ko icyitegererezo kimwe cyanyuma-kirangira gishobora gukora imvugo. Umva Kwitabira na Spell bicaye mumajwi-AI akazi gahindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugira ngo wubake byimbitse, fata Umva Kwitabira no Kwandika nk'icyitegererezo 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 Umva Kwitabira no Kwandika bifata 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
Kwandukura icyongereza kivugwa mu nyuguti zidafite inkoranyamagambo
Gukora nkibisobanuro byibanze kubitekerezo-bishingiye kumajwi hamwe na sisitemu yo kwandika
Kwerekana amahugurwa arangiza-arangije amasomo yo kumenya-kumenyekanisha amasomo n'ibipimo
Ibyitegererezo bikurikirana-bikurikiranye nyuma byakoreshejwe mumvugo yo guhindura imvugo
Uburyo bwo Gushyira mu bikorwa
Umva Kwitabira no Kwandika mubikorwa
Kwandukura icyongereza kivugwa mu nyuguti zidafite inkoranyamagambo.
Kwandukura icyongereza kivugwa mu nyuguti zidafite inkoranyamagambo yamagambo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Umva Kwitabira no Kwandika mubikorwa
Gukora nkibisobanuro byibanze kubitekerezo-bishingiye kumajwi hamwe na sisitemu yo kwandika.
Gukora nkibisobanuro byerekana uburyo bwo kwitondera amajwi hamwe na sisitemu yo kwandikaho Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi agakurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Umva Kwitabira no Kwandika mubikorwa
Kwerekana amahugurwa arangiza-arangije amasomo yo kumenya-kumenyekanisha amasomo n'ibipimo.
Kwerekana amahugurwa arangira-arangije amasomo yo kumenyekanisha imvugo-kumenyekanisha amasomo hamwe n'ibipimo Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
Umva Kwitabira no Kwandika mubikorwa
Ibyitegererezo bikurikirana-bikurikiranye nyuma byakoreshejwe mumvugo yo guhindura imvugo.
Ingero zikurikirana-zikurikiranye nyuma zikoreshwa mumiyoboro yo guhindura imvugo Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe.
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.