Incamake
Ihuza ni umuyoboro uhuza imiyoboro ihuza imyanzuro no kwiyitaho, ifata byombi amajwi meza yaho yerekana amajwi hamwe nintera ndende murwego rumwe. Byahindutse kodegisi ya kodegisi yo kumenyekanisha imvugo igezweho.
Ubwubatsi bwubaka bwicaye mumajwi-AI akazi gahindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Byatangijwe na Google muri 2020, Umuhuza yashubije impagarara zingenzi muburyo bwo kwerekana amajwi: kwiyitaho (kuva muri Transformers) birakomeye murwego rwisi yose ariko bifite intege nke muburyo bwaho, bwerekana neza imiterere ya fonema, mugihe imyanzuro irenze mugace ariko igaharanira kubona mumagambo maremare. Ihuriro rya Conformer rihuza hamwe muburyo bwa 'sandwich': igice cyintambwe yo kugaburira-imbere-module, hanyuma imitwe myinshi-yo kwiyitaho module, hanyuma module yo kwemeza, hanyuma igice cya kabiri cyintambwe yo kugaburira-imbere module, hamwe nibisanzwe hamwe nibisigisigi bisigaye muri rusange. Module yo kwemeza ikoresha uburyo bwimbitse butandukanijwe hamwe numurongo wumurongo. Muguhuza ibikorwa byibanze hamwe nisi yose imbere muri buri gice, kodegisi ya kodegisi igabanya ijambo-ikosa igipimo cyinshi hejuru ya Transformer yuzuye cyangwa ibice byumvikanisha neza kubipimo nka LibriSpeech.
Ubushishozi
Umukono wa 'Macaron' ushyira ibitekerezo hamwe no kwemeza hagati y'ibiryo bibiri-bigaburira imbere, buri kimwe kigatanga igice kiremereye gisigara (ibintu 0.5), byatewe no gusesengura ibya Transformer FFN byombi. Module yo kwemeza mubisanzwe ibohesha imitekerereze ihindagurika hamwe na GLU ikora, kwemeza byimbitse, icyiciro gisanzwe, gukora Swish, hamwe nicyemezo cya nyuma cyo kwemeza - inzira nziza yo kwerekana imiterere yaho idaturika kubara ibipimo.
Kumenyekanisha Ubwubatsi
Ihuza ni umuyoboro uhuza imiyoboro ihuza imyanzuro no kwiyitaho, ifata byombi amajwi meza yaho yerekana amajwi hamwe nintera ndende murwego rumwe. Byahindutse kodegisi ya kodegisi yo kumenyekanisha imvugo igezweho. Ubwubatsi bwubaka bwicaye mumajwi-AI akazi gahindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugira ngo wubake byimbitse, fata Ubwubatsi bwububiko 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 Conformer Architecture afata 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
Gukora nka kodegisi mu gutunganya ASR sisitemu inyuma yabafasha amajwi hamwe nigitekerezo
Guha imbaraga imvugo yo guhindura imvugo isobanura kandi igahindura imvugo ivugwa iherezo
Inkingi yo kugenzura abavuga no gutandukanya, kumenya uwavuze iyo mu nama
Ibyabaye amajwi n'amajwi ashyirwa mubikorwa, nko kumenya gutabaza, imvugo, cyangwa umuziki mumugezi
Uburyo bwo Gushyira mu bikorwa
Ubwubatsi bwubaka mubikorwa
Gukora nka kodegisi mu gutunganya ASR sisitemu inyuma yabafasha amajwi hamwe nigitekerezo.
Gukora nka kodegisi mu gutunganya ibicuruzwa bya ASR inyuma y’abafasha mu majwi no gutegeka Amakipe akunze kubona umusaruro ushimishije iyo asobanuye ibipimo ngenderwaho imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro hamwe n’ikosa ryigihe.
Ubwubatsi bwubaka mubikorwa
Guha imbaraga imvugo yo guhindura imvugo isobanura kandi igahindura imvugo ivugwa iherezo.
Guha imbaraga imvugo yo guhindura imvugo isobanura kandi igahindura ururimi ruvugwa kurangira Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ubwubatsi bwubaka mubikorwa
Inkingi yo kugenzura abavuga no gutandukanya, kumenya uwavuze iyo mu nama.
Inkingi yo kugenzura abavuga no gutandukanya, kumenya uwavuze iyo mu nama Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo byimbitse, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
Ubwubatsi bwubaka mubikorwa
Ibyabaye amajwi n'amajwi ashyirwa mubikorwa, nko kumenya gutabaza, imvugo, cyangwa umuziki mumugezi.
Ibyabaye mu majwi no gutondekanya amajwi, nko kumenya gutabaza, imvugo, cyangwa umuziki mu mugezi Amakipe akunze kubona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro hamwe nibiciro byamakosa mugihe runaka.
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.