Incamake
WaveNet, yatangijwe na DeepMind mu 2016, yari umuyoboro utera imbere utanga amajwi mbisi icyarimwe icyarimwe, utanga imvugo numuziki bidasanzwe. Yashyizeho ibipimo bigezweho kubwinyangamugayo-mwandiko-ku-mvugo.
WaveNet yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
WaveNet ni moderi itanga imbaraga: iteganya buri cyitegererezo cyamajwi cyateganijwe kuri sample zose mbere yacyo, mubisanzwe kuri 16,000 cyangwa 24.000 kumasegonda. Udushya twibanze ni urutonde rwibintu byagutse. Impamvu bivuze ko icyitegererezo gisa gusa inyuma mugihe, gikomeza gahunda y'ibisekuru; kwaguka bivuze ko buri cyiciro gisimbuka umubare wikitegererezo cyiyongera cyane, bityo igiciriritse cyoroheje gikubiyemo ibihumbi byintangarugero (umurima mugari wakira) nta kiguzi kinini. Ukurikije imiterere yindimi cyangwa mel-spekrogramu, WaveNet itanga imvugo karemano cyane kuruta amajwi ahuza hamwe na parametric majwi yabanjirije, ikuziba icyuho kinini cyamajwi yabantu kandi igaha imbaraga za kare za Google Umufasha.
Ubushishozi
Imyanzuro yagutse ni amayeri y'ingenzi: hamwe n'ibipimo byo kwaguka bya 1, 2, 4, 8, n'ibindi, urusobe rw'ibice icumi gusa byimbitse rushobora kwitabira ibihumbi by'icyitegererezo cyahise, rugafata ibisobanuro birambuye byerekana imiterere n'imiterere ndende. Ibisohoka byerekana buri cyitegererezo cyagaciro nkigabanywa ryicyiciro (mubyiciro 256 ukoresheje mu-tegeko), hamwe na enterineti yibikorwa byongeyeho ibisigisigi hamwe na skip ihuza bihuza imyitozo yiki gice cyimbitse.
Kumenya WaveNet
WaveNet, yatangijwe na DeepMind mu 2016, yari umuyoboro utera imbere utanga amajwi mbisi icyarimwe icyarimwe, utanga imvugo numuziki bidasanzwe. Yashyizeho ibipimo bigezweho kubwinyangamugayo-mwandiko-ku-mvugo. WaveNet yicaye mubikorwa byamajwi-AI bihindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru. Kugira ngo wubake byimbitse, fata WaveNet 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 WaveNet 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
Kubyara amajwi asanzwe yumvikana kuri Google Umufasha na Google Igicu Umwandiko-Kuri-Kuvuga
Gukora nkijwi ryijwi rihindura mel-spekrogramu muburyo bwimivumba mumiyoboro ya TTS nka Tacotron 2
Guteranya piyano ifatika numuziki wibikoresho biva mumajwi mbisi
Guhindura amajwi kubikoresho bigerwaho hamwe no kuvuga amajwi
Uburyo bwo Gushyira mu bikorwa
WaveNet mubikorwa
Kubyara amajwi asanzwe yumvikana kuri Google Umufasha na Google Igicu Umwandiko-Kuri-Kuvuga.
Kubyara amajwi asanzwe yumvikana kuri Google Umufasha hamwe na Google Amakipe yandika Igicu-Kuri-Amagambo ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamuka kwabantu kubibazo byimanza, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
WaveNet mubikorwa
Gukora nkijwi ryijwi rihindura mel-spekrogramu muburyo bwimivumba mumiyoboro ya TTS nka Tacotron 2.
Gukora nk'ijwi rirenga rihindura mel-spectrogramu mu buryo bwo guhindagurika mu miyoboro ya TTS nka Tacotron 2 Amakipe ubusanzwe abona ibisubizo byiza iyo asobanuye ibipimo byujuje ubuziranenge imbere, agakomeza inzira yo kuzamura abantu ku manza, kandi akurikirana inyungu zibyara umusaruro hamwe n'ikosa ryigihe.
WaveNet mubikorwa
Guteranya piyano ifatika numuziki wibikoresho biva mumajwi mbisi.
Gukomatanya piyano ifatika numuziki wibikoresho biva mumajwi mbisi Amakipe akunze kubona umusaruro mwiza mugihe asobanura ibipimo byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byigihe.
WaveNet mubikorwa
Guhindura amajwi kubikoresho bigerwaho hamwe no kuvuga amajwi.
Guhindura amajwi kubikoresho byifashishwa hamwe no kuvuga amajwi ya Audiobook 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.
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.