Rashin Magana da RNnoise
RNnoise wata karamar cibiyar sadarwa ce mai sauri wacce ke kawar da amo daga magana a ainihin lokacin.
Dubawa
Created by Xiph.Org's Jean-Marc Valin, it pairs classic signal processing with a small recurrent network so it runs on ordinary CPUs and even embedded devices.
Zurfafa nutsewa
RNnoise, wanda aka saki a cikin 2017, an ƙera shi don ƙarancin ƙarar amo a cikin kiran murya. Maimakon koyan komai daga ƙarshe zuwa ƙarshe, yana raba magana zuwa kusan nau'ikan mitoci 22 waɗanda aka kera akan kunnen ɗan adam (ma'auni mai kama da Bark) kuma yana amfani da hanyar sadarwa na yau da kullun tare da Raka'a Maimaitawa na Gated don ƙididdige riba (0 zuwa 1) ga kowane rukunin kowane firam. Wadancan ribar suna rage makada masu hayaniya yayin da suke kiyaye makada masu rinjayen magana. Madaidaicin sauti tace yana tsaftace saura amo tsakanin jituwa na magana mai sauti. Gabaɗayan samfurin yana da kusan ma'aunin nauyi 85,000, yana aiki da sauri fiye da ainihin lokacin akan ainihin CPU guda ɗaya, kuma buɗaɗɗen tushe ne ƙarƙashin lasisin BSD, wanda shine dalilin da ya sa aka haɗa shi cikin ayyukan kamar Opus codec ecosystem, Mumble, da OBS Studio.
Fahimtar Fasaha
Zaɓin maɓalli na ƙira yana aiki akan ribar fa'ida ta fa'ida maimakon ɗanyen kwanon rufi. Ta hanyar tsinkayar ƙimar ƙimar ~22 kawai a kowane firam, cibiyar sadarwar GRU tana zama ƙanƙanta kuma tana guje wa kayan hayan kide-kide da aka saba a cikin tsoffin hanyoyin cirewa. Fasalolin da aka ƙera da hannu (ƙarƙashin bandeji, lokacin farar ruwa, daidaitawar farar) suna ciyar da hanyar sadarwa, haɗa ilimin DSP tare da koyo. Fitowar ayyukan muryar daban tana taimakawa samun ribar ƙofa yayin firam ɗin amo.
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 Magana da RNnoise
RNnoise ya zaburar da yunƙurin haɓaka aikin haɓaka nauyi mara nauyi; binciken magajinsa (PercepNet, DeepFilterNet) yana tura inganci mafi girma yayin da yake kiyaye kasafin CPU kanana. Yi tsammanin masu karyatawa za su shigar da kai tsaye cikin naúrar kai, na'urorin ji, da guntuwar taro, don haɗawa tare da soke amsawar amsawa da ɓata magana, da kuma amfani da tsinkaye har ma da manufofin ƙirƙira. Gwargwadon girke-girke na DSP-da-ƙananan-cibiyar sadarwa ya kasance mai tasiri a duk inda rashin jinkiri, ƙarancin ƙarfi, da buɗaɗɗen lasisin al'amarin fiye da ɗanyen ƙirar ƙira.
Aiwatar da Gaskiyar Duniya
Danne clatter na madannai da fan hum yayin kiran bidiyo a cikin aikace-aikacen da ke haɗa RNnoise.
Tsaftace makirufo mai rafi a cikin OBS Studio ta hanyar ginanniyar tacewar rage hayaniya ta RNnoise.
Haɓaka fahimtar hirar murya a cikin wasanni da kayan aikin VoIP kamar Mumble akan kayan masarufi mara ƙarfi.
Ana aiwatar da rikodin filin hayaniya don haka fahimtar magana ta ƙasa tana samun sigina mai tsabta.
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
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Tambayoyin da ake yawan yi
What is Speech Denoising with RNNoise?
RNnoise wata karamar cibiyar sadarwa ce mai sauri wacce ke kawar da amo daga magana a ainihin lokacin. Jean-Marc Valin na Xiph.Org ne ya ƙirƙira, yana haɗa nau'ikan sarrafa sigina na gargajiya tare da ƙaramar hanyar sadarwa ta yau da kullun don haka yana gudana akan CPUs na yau da kullun har ma da na'urori masu haɗawa.
Menene RNnoise da farko ke hasashen kowane ɗan gajeren firam na sauti?
RNnoise yana ƙididdige ribar kowane-band wanda ke rage yawan ƙungiyoyin da ke mamaye amo yayin da ake kiyaye waɗanda suka mamaye magana, maimakon yin aiki akan kowane kwandon kallo.
Wani nau'in cibiyar sadarwa na jijiyoyi ne a tsakiyar RNnoise?
RNnoise yana amfani da ƙaƙƙarfan cibiyar sadarwa na jijiyoyi da aka gina tare da Gated Recurrent Raka'a, yana ba shi ƙwaƙwalwar ajiya na ɗan lokaci yayin zama ƙarami.
Me yasa RNnoise ke amfani da sandunan mitar fahimta maimakon danyen kwandon gani?
Hasashen kawai ~ 22 ribar bandeji yana kiyaye cibiyar sadarwa ƙanƙanta, sauri, kuma ƙasa da kusanci ga kayan hayaniyar kiɗan da ke addabar hanyoyin kowane bin.
Kusan girman girman samfurin RNnoise?
RNnoise yana kan tsari na ma'auni 85,000, ƙananan isa don gudu da sauri fiye da ainihin lokacin akan CPU guda ɗaya.
Menene aikin tacewa a cikin RNnoise?
Matatar tsefe/pitch tana amfani da tsarin jituwa na magana mai faɗi don murkushe hayaniyar zama tsakanin ma'anar jituwa, tana ba da damar ribar bandeji.