Incamake
HuBERT (Byihishe-Igice BERT) ni Meta AI yerekana imvugo yigenga yigenga yiga mu guhanura ibice byamajwi bikusanyirijwe mubice byapimwe, uburyo bwa BERT. Nibyingenzi kuberako intego zayo zishingiye kumurongo akenshi zirusha uburyo butandukanye bwo kumenyekanisha no kumenyekanisha imirimo yo hasi.
HuBERT Yigenga-Imvugo yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Yarekuwe na Meta AI mu 2021, HuBERT ihuza igitekerezo cyo guhisha-guhanura inyuma ya BERT nijambo rito. Guhanga udushya nuburyo butangiza intego zamahugurwa: aho gutandukanya ibiturangaza nka Wav2Vec 2.0, HuBERT ikoresha intambwe yo guhuza interineti (k-bisobanura) hejuru y amajwi kugirango igabanye buri kintu kigufi ikirango cyihariye. Moderi noneho ihisha ibice byamajwi ikamenya guhanura ibirango bya cluster kumurongo wihishe, ifata imvugo nkurukurikirane rwa pseudo-fonema. By'umwihariko, HuBERT isubiramo: irongera ikusanya ikoresheje icyitegererezo cyayo cyanonosowe kandi ikongera ikongera, ikarushaho gukarishya ibice bigenewe. Uku kunonosora ibintu bitanga ibintu bikomeye birenze ASR, umuvugizi, nibipimo byamarangamutima nka SUPERB.
Ubushishozi
Ubwiza bwa HuBERT buri mu gukuramo ibisekuruza biva mu guhanura. Kwisubiramo hakiri kare ibintu byoroshye MFCC biranga k-bisobanura amasomo; nyuma yo gusubiramo ihuriro ryihishwa kuva murwego rwo hagati rwa Transformer layer, ikubiyemo amakuru akungahaye kuri fonetike. Kuberako icyitegererezo gikeneye gusa guhanura indangamuntu kumwanya wihishe, intego ziguma zihamye nubwo ihuriro ridatunganye, kureka urusobe rukiga imiterere ya acoustic nindimi zidafite inyandiko-mvugo.
Kumenya HuBERT Imvugo Yigenga
HuBERT (Byihishe-Igice BERT) ni Meta AI yerekana imvugo yigenga yigenga yiga mu guhanura ibice byamajwi bikusanyirijwe mubice byapimwe, uburyo bwa BERT. Nibyingenzi kuberako intego zayo zishingiye kumurongo akenshi zirusha uburyo butandukanye bwo kumenyekanisha no kumenyekanisha imirimo yo hasi. HuBERT Yigenga-Imvugo yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugira ngo wubake byimbitse, fata HuBERT Yigenga-Imvugo nk'icyitegererezo gikora, ntabwo ari ikintu kimwe: gusobanura ibyagezweho, gusobanura ibitekerezo, no gutandukanya ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mubimenyerezo, amatsinda akomeye akoresha HuBERT Yigenga-Imvugo Yita kubintu byiza, 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 imvugo yihariye yerekana imvugo idafite imvugo-yerekana imvugo
Gutegura ibintu bikomeye bikuramo ibintu neza neza neza kubutunzi buke ASR
Gutwara amajwi guhindura no guhindura imvugo-ijambo ukoresheje ibice byize
Gukora nkumugongo wapimwe murwego rwa SUPERB rwimirimo yo kuvuga
Uburyo bwo Gushyira mu bikorwa
HuBERT Kwiyobora Ijambo mubikorwa
Gukora imvugo yihariye yerekana imvugo idafite imvugo-yerekana imvugo.
Gutanga ibimenyetso byerekana imvugo yerekana imvugo yerekana ururimi rwicyitegererezo 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.
HuBERT Kwiyobora Ijambo mubikorwa
Gutegura ibintu bikomeye bikuramo ibintu neza neza neza kubutunzi buke ASR.
Guteganya ibintu bikomeye bivamo ibintu bikurikiranwa neza kubutunzi buke bwa ASR Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe runaka.
HuBERT Kwiyobora Ijambo mubikorwa
Gutwara amajwi guhindura no guhindura imvugo-ijambo ukoresheje ibice byize.
Gutwara amajwi ahinduranya hamwe no guhindura ijambo-ku-jambo ukoresheje ibice byize 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.
HuBERT Kwiyobora Ijambo mubikorwa
Gukora nkumugongo wapimwe murwego rwa SUPERB rwimirimo yo kuvuga.
Gukora nkumugongo wapimwe murwego rwa SUPERB rwimirimo yo kuvuga Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu kubibazo, kandi akurikirana inyungu zibyara umusaruro 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.