Samfuran Samfura
Prosody yin tallan kayan kawa yana koyar da injuna irin waƙar magana, kari, sauti, damuwa, da taki waɗanda ke hawa saman kalmomin.
Dubawa
It is what separates a flat robotic voice from one that sounds genuinely human.
Zurfafa nutsewa
Prosody ita ce kiɗan harshe: tashi da faɗuwar farar sauti (intonation), tsawon lokacin da ake riƙe sauti (lokacin lokaci), ƙara (makamashi), da inda aka ba da fifiko. Waɗannan alamomin suna ɗauke da ma'anar kalmomin ba su kaɗai ba, tambayoyi masu sigina da maganganu, zagi, gaggawa, ko wace kalma ce mai mahimmanci. Tsarin rubutu-zuwa-magana na zamani yana ƙirƙira ƙirar ƙira tare da cibiyoyin sadarwa na jijiyoyi waɗanda ke yin tsinkaya madaukai, tsawon lokacin sauti, da kuzari daga rubutu. Tacotron 2 ya koyi yawancin wannan a fakaice ta hanyar hankali, yayin da FastSpeech 2 ya bayyana shi ta hanyar tsinkayar tsawon lokaci, farar, da kuzari azaman fasalulluka masu horarwa. Kyakkyawan samfurin ya dogara da mahallin tsarin da ba zai iya samu daga alamomin rubutu kaɗai ba, wanda shine dalilin da ya sa samfura ke ƙara amfani da jimlolin kewaye har ma da nunin sauti don saita sautin da ya dace.
Fahimtar Fasaha
Ana bin diddigin sauti azaman ainihin mitar murya (F0), ƙimar muryoyin muryoyin suna girgiza. Samfura kamar FastSpeech 2 suna ƙara adaftar bambance-bambancen da ke annabta F0, kuzari, da tsawon kowane-phoneme azaman rafukan rafukan daban-daban, sannan saitin na'urar tantancewa a kansu. Saboda rubutu yana ƙayyadadden ƙayyadaddun ƙididdiga (jumla ɗaya tana da ingantattun karantawa masu yawa), wannan matsala ce zuwa ɗaya-da yawa, don haka tsarin yana amfani da latent bambance-bambancen ko maɓalli don ɗaukar takamaiman isarwa maimakon matsakaicin zuwa monotone.
Dabarun Tasiri
Shiga ku isa
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya.
Kudin da kasafin kuɗi
Ƙungiyoyin kafofin watsa labaru na iya jigilar sauti mai gogewa cikin sauri tare da ƙaramin kasafin kuɗi.
Gudu da sikelin
Tsarin fuskantar abokin ciniki na iya aiwatar da hulɗar magana a mafi girman ma'auni.
Makomar Samfuran Samfura
Prosody yana motsawa zuwa ga wayar da kan mahallin a cikin duka sakin layi da tattaunawa, don haka mai ba da labari zai iya haifar da tashin hankali ko kuma chatbot na iya dacewa da yanayin mai amfani. Manya-manyan nau'ikan magana da nau'ikan harshe suna koyon prosody tare tare da ma'ana, suna ba da damar iya sarrafa kulli don girmamawa, motsin rai, da salon magana ta hanyar umarnin rubutu a sarari. Yi tsammanin littattafan mai jiwuwa, bugawa, da mataimaka waɗanda suka bambanta isarwa ta halitta, tare da ingantaccen iko akan ɓata lokaci da numfashi don ƙetare iyakar ƙarshen kwarin mara kyau.
Aiwatar da Gaskiyar Duniya
Tsarin ba da labari na littafin kaset wanda ke bambanta sauti da taki don haka surori su yi sauti mai ma'ana maimakon monotone
Mataimaka na zahiri suna haɓaka ingantacciyar magana a ƙarshen eh/a'a don haka a fili yana kama da tambaya
Kayan aikin buga fina-finai da bidiyo waɗanda suka dace da fifiko da kuma yanayin isar da ɗan wasan na asali.
Masu karanta allo don samun damar da ke damun mahimman kalmomi don haka makafi masu amfani su fahimci jumla ma'ana cikin sauri
Hatsari & Tsare-tsare
Rashin amfani da murya da haɗarin kwaikwaya yana ƙaruwa lokacin da aka rasa izini.
Daidaituwa na iya faɗuwa cikin lafuzza, yaruka, ko mahalli masu hayaniya.
Ana iya kuskuren sauti na roba don ingantacciyar magana ba tare da bayyananniyar lakabi ba.
Taswirar Hanya
Sami tabbataccen izini don ɗaukar murya, cloning, da sake amfani.
Gwajin ingantattun masu magana daban-daban da yanayin baya.
Ƙayyade lokacin da dole ne ɗan adam ya duba ko ya amince da abubuwan da aka fitar.
Yi lakabin sauti na roba da kuma adana bayanan da aka tabbatar don yin lissafi.
Ci gaba da Bincike
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Jagora na gaba
XLNet Permutation Modeling
Tambayoyin da ake yawan yi
What is Prosody Modeling?
Prosody yin tallan kayan kawa yana koyar da injuna irin waƙar magana, kari, sauti, damuwa, da taki waɗanda ke hawa saman kalmomin. Shi ne abin da ke raba lebur murya na mutum-mutumi daga wadda ke da sautin mutum na gaske.
Wanne nau'ikan fasali ne suka fi kwatanta prosody a cikin magana?
Prosody yana nufin mafi girman halaye na magana, ƙara (pitch), rhythm da duration, damuwa, da kuzari (ƙara), waɗanda ke hawa saman kalmomin.
A cikin ƙirar ƙira, menene ainihin mitar (F0) ke wakilta?
F0 shine ainihin mitar murya, ƙimar girgizar muryoyin muryoyin, wanda muke ji a matsayin sauti ko karin waƙar murya.
Ta yaya FastSpeech 2 ya inganta ikon sarrafawa akan samfuran da suka gabata?
FastSpeech 2 ya gabatar da adaftan bambance-bambancen da ke yin tsinkaya tsawon lokaci, farar, da kuzari a sarari, yana ba da ƙarin iko kai tsaye da tsayayye akan prosody fiye da tsayayyen hankali.
Me yasa tsinkayar prosody daga rubutu kadai ake daukar matsala daya zuwa dayawa?
Ana iya isar da kalmomi iri ɗaya ta hanyoyi marasa ƙima dangane da niyya da motsin rai, don haka samfura dole ne su zaɓi tsakanin ingantattun karatukan ƙididdigewa maimakon ƙididdige amsa ɗaya.
Wanne ma'ana ya fi yin nuni kai tsaye cewa jumlar Turanci da ake magana yes/no question?
Ee/a'a tambayoyi a cikin Ingilishi yawanci suna ƙarewa tare da haɓaka haɓakawa, ƙayyadaddun ra'ayi wanda ke bambanta su da maganganun koda da kalmomi iri ɗaya.