Mahimman Maki na Ra'ayi
Makin Ra'ayi na Ma'ana (MOS) shine matsakaicin 1-zuwa-5 daga masu sauraron ɗan adam wanda ke auna yadda ingantaccen sautin sauti da aka haɗa ko watsa.
Dubawa
It is the gold-standard yardstick for judging text-to-speech, voice cloning, and audio codecs, because ultimately humans, not machines, are the audience.
Zurfafa nutsewa
MOS ya fito ne daga gwajin hanyar sadarwar tarho wanda aka daidaita ta ITU (Shawarwari P.800). Masu sauraro suna jin gajerun shirye-shiryen sauti kuma suna ƙididdige kowane akan ma'auni mai maki biyar: 5 = kyakkyawa, 4 = mai kyau, 3 = gaskiya, 2 = matalauta, 1 = mara kyau. Matsakaicin ƙididdiga masu yawa a cikin shirye-shiryen bidiyo da masu sauraro da yawa suna haifar da MOS. Bambance-bambancen suna ƙaddamar da takamaiman tambayoyi: MOS-LQS don ingancin gabaɗaya, kwatanta MOS (CMOS) don fifikon A/B, da MUSHRA don kwatancen codec mai kyau. A cikin binciken maganganun AI na zamani, MOS shine ma'aunin kanun labarai don tsarin kamar WaveNet, Tacotron, da VALL-E. Saboda kimantawar ɗan adam yana da jinkiri kuma mai tsada, ƙirar MOS da aka annabta (DNSMOS, UTMOS, NISQA) yanzu kimanta ƙima ta atomatik, kodayake MOS ɗan adam ya kasance abin dogaro.
Fahimtar Fasaha
Nazarin MOS da ya dace yana sarrafa yanayin sauraro: belun kunne masu daidaitawa, tsayayyen tsawa, tsari bazuwar tsari, da isassun masu ƙididdigewa (sau da yawa 20+) kowane samfurin don haka matsakaicin ya tsaya tsayin daka. Masu bincike sun ba da rahoton 95% tazarar amincewa saboda rata na 0.1 MOS na iya zama amo. Mahimmanci, MOS ba cikakkiyar ma'aunin jiki ba ne; An ɗora shi ta takamaiman shirye-shiryen bidiyo da umarni a cikin wannan zaman, don haka ƙididdigewa daga karatu daban-daban ba su da kamanta kai tsaye.
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.
Ƙimar Maki na Mahimman Ra'ayi na gaba
Masu tsinkayar MOS ta atomatik suna haɓaka cikin sauri kuma ana horar da su akan manyan ƙwararrun ƙwararrun mutane, suna barin ƙungiyoyi su duba dubunnan samfurori da rahusa kafin gwajin ɗan adam na ƙarshe. Yi tsammanin mafi arziƙi, maki iri-iri waɗanda ke raba dabi'a, fahimta, kamanni na magana, da motsin rai maimakon lamba ɗaya mai duhu. Yayin da magana ta haɓaka ta kusan kusan daidaiton ɗan adam, ƙima yana canzawa zuwa gwaje-gwajen zaɓi da gano kayan tarihi masu hankali, tunda MOS mai ɗanɗano yana kusa da 4.5 kuma ba zai iya bambance manyan tsarin ba.
Aiwatar da Gaskiyar Duniya
Kwatanta muryoyin rubutu-zuwa-magana guda biyu don aikace-aikacen kewayawa ta hanyar tambayar masu sauraro don kimanta yanayin halitta 1-5
Alamar sabon codec audio na jijiya a kan MP3 a daidai wannan bitrate ta amfani da ƙimar masu sauraro
Tabbatar da ingancin fitowar samfurin murya-cloning kafin turawa a cikin samfurin littafin mai jiwuwa
Injiniyoyin sadarwa suna ƙididdige ƙimar kira akan sabon hanyar sadarwar VoIP don tabbatar da cewa ta cimma burin 4.0 MOS
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
Basics Evaluation Basics
Tambayoyin da ake yawan yi
What is Mean Opinion Score Evaluation?
Makin Ra'ayi na Ma'ana (MOS) shine matsakaicin 1-zuwa-5 daga masu sauraron ɗan adam wanda ke auna yadda ingantaccen sautin sauti da aka haɗa ko watsa. Ita ce ma'aunin ma'auni na zinari don yin hukunci da rubutu-zuwa-magana, ƙarar murya, da codecs na sauti, saboda a ƙarshe mutane, ba inji ba, su ne masu sauraro.
Menene Ma'anar Ra'ayi na 5 ke wakilta akan ma'auni?
A kan daidaitaccen ma'aunin ƙimar ma'auni na ITU mai maki biyar, 5 yana nufin kyakkyawa kuma 1 yana nufin mara kyau.
Me yasa karatun MOS ke amfani da masu sauraro da yawa a kowane shirin sauti?
Mahimman ƙididdiga ɗaya ne na zahiri da hayaniya, don haka matsakaicin matsakaicin yawan masu ƙididdigewa yana haifar da daidaiton ƙididdiga tare da tazarar amincewar rahoto.
Wace ƙungiya ce ta daidaita ainihin hanyar MOS don ingancin sauti?
Ƙungiyar Sadarwa ta Duniya ta ayyana gwajin MOS a cikin Shawarwari P.800, asali don ingancin magana ta waya.
Menene maɓalli mai mahimmanci na kwatanta ƙimar MOS daga nazarin daban-daban guda biyu?
Saboda ƙididdigewa ya dogara da takamaiman samfurori, anka, da tafkin mai sauraro, cikakkun lambobin MOS daga lokuta daban-daban ba za a iya dogara da su a kwatanta su ba.
Wace matsala ce masu tsinkayar MOS ta atomatik kamar DNSMOS ko UTMOS warware?
Hasashen-MOS da aka horar akan kimar ɗan adam ƙididdige ƙima ta atomatik, barin ƙungiyoyi su tantance samfurori da yawa cikin arha kafin kimantawar ɗan adam ta ƙarshe.