Umuhengeri
WaveNet, yatangijwe na DeepMind mu 2016, yari umuyoboro utera imbere utanga amajwi mbisi icyarimwe icyarimwe, utanga imvugo numuziki bidasanzwe.
Incamake
It set the modern standard for high-fidelity text-to-speech.
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, kubungabunga ibisekuruza; 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.
Ingaruka z'Ingamba
Kugera no kugera
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Igiciro na bije
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Umuvuduko n'igipimo
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Kazoza ka WaveNet
Umwimerere WaveNet watinze kuko icyitegererezo gikurikiranye. Abasimbuye bakosoye ibi: Parallel WaveNet na WaveRNN byashoboje gukora igihe-nyacyo, hanyuma nyuma ya flux- na GAN ishingiye kumajwi nka WaveGlow na HiFi-GAN, hiyongereyeho amajwi ya diffuzione, yasunitse ubuziranenge n'umuvuduko kurushaho. Ibitekerezo bya WaveNet byigenga, byagutse-byemeza ibitekerezo kuri sisitemu kandi bigira ingaruka kumyubakire irenze amajwi, bishimangira umurage wacyo muburyo bwo kwerekana ibintu.
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
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.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Komeza Ubushakashatsi
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Ubuyobozi bukurikira
Kumenya Amajwi Yimbitse
Ibibazo bikunze kubazwa
What is 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.
Nigute WaveNet itanga amajwi?
WaveNet ni autoregressive: irahanura buri cyitegererezo cyamajwi ishingiye ku ngero zaje mbere yacyo.
Ni ubuhe buryo bw'ingenzi bushya bwo kwemeza muri WaveNet?
Impamvu zagutse zireka urusobe rutwikiriye ibihumbi byintangarugero byashize neza mugihe ureba inyuma mugihe.
Kuki kwaguka bifasha WaveNet?
Kwiyongera kugaragara igipimo cyo kwaguka gitanga umurima mugari wakirwa hejuru yibihumbi byintangarugero bifite ibice bike.
Ni ikihe kibazo gikomeye cyagaragaye cya WaveNet y'umwimerere?
Kuberako buri cyitegererezo giterwa nicyabanje, ibisekuruza byari bikurikiranye bityo bitinda, bitera Parallel WaveNet nabandi bazungura.
Mumuyoboro winyandiko-mvugo, WaveNet ikora nkiki?
WaveNet irashobora gufata mel-spekrogramu (urugero, kuva muri Tacotron 2) hanyuma ikabyara ibintu byanyuma-byumvikana neza.