Dubawa
Demucs wani sabon salo ne mai zurfi na koyo daga Meta AI wanda ke raba waƙar da aka gama zuwa sassa daban-daban kamar su murya, ganguna, bass, da sauran kayan kida. Yana ƙyale kowa ya cire tsaftataccen murya ko kayan aiki daga mahaɗin sitiriyo.
Demucs Music Source Rabe yana zaune a cikin ayyukan audio-AI wanda ke canza magana, kiɗa, da sauti don sadarwa, samun dama, da samar da kafofin watsa labarai.
Zurfafa nutsewa
Demucs (Deep Extractor for Music Sources) yana magance matsalar "un-mixing" na yau da kullun: dawo da waƙoƙin kayan aiki guda ɗaya daga rikodin sitiriyo na ƙarshe. Siffofin farko sun yi amfani da yankin U-Net na igiyar igiyar ruwa wanda ke aiki kai tsaye akan samfuran sauti masu inganci, waɗanda ke adana bayanan lokaci waɗanda hanyoyin sifofi sukan rasa. Hybrid Demucs da aka yi amfani da su da yawa kuma daga baya Hybrid Transformer Demucs (HT-Demucs) suna aiwatar da sauti a cikin nau'ikan waveform da spectrogram a lokaci guda, sannan a haɗa su, kuma suna ƙara kulawar taswirar yanki zuwa ƙirar tsari mai tsayi. An horar da su akan tsarin bayanan MUSDB18 da ƙarin bayanai, Demucs yana raba mahaɗa zuwa mai tushe guda huɗu (vocals, ganguna, bass, wasu) kuma ya zama kayan aiki na asali saboda buɗaɗɗen tushe, yana gudana akan GPUs masu amfani, kuma koyaushe yana ƙima kusa da saman akan alamomin rabuwa.
Fahimtar Fasaha
Hybrid Demucs yana gudanar da rassa guda biyu masu daidaita rikodin rikodin rikodin: ɗaya akan tsarin lokaci-yanki da ɗaya akan sikirin STFT. Ana musayar fasali tsakanin rassan da haɗin gwiwa, don haka samfurin yana amfani da daidaitaccen lokaci na waveform da ingantaccen tsarin mitar sifili. Ana auna inganci tare da rabon sigina-zuwa-rikitarwa (SDR) a cikin decibels akan waƙoƙin da aka riƙe. Bambancin taswira yana ƙara hankalin kai- da giciye don ɗaukar mahallin kiɗa cikin daƙiƙa.
Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararrun Ƙwararru
Demucs wani sabon salo ne mai zurfi na koyo daga Meta AI wanda ke raba waƙar da aka gama zuwa sassa daban-daban kamar su murya, ganguna, bass, da sauran kayan kida. Yana ƙyale kowa ya cire tsaftataccen murya ko kayan aiki daga mahaɗin sitiriyo. Demucs Music Source Rabe yana zaune a cikin ayyukan audio-AI wanda ke canza magana, kiɗa, da sauti don sadarwa, samun dama, da samar da kafofin watsa labarai. Don gina fahimta mai zurfi, bi Demucs Source Separation a matsayin samfurin aiki, ba sifa ɗaya ba: ayyana sakamakon da ake so, fayyace zato, da raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu yana buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi da ke amfani da Demucs Source Dimokuradiyya suna ɗaukar inganci, jinkiri, da yarda a matsayin daidaitattun sassa na dabarun turawa. Suna rubuta ƙayyadaddun ƙa'idodin nasara, gwaji akan bayanan gaskiya da gudanawar aiki, da jujjuyawar bisa ga tsarin gazawar da aka lura maimakon cin nasara na lokaci ɗaya. Wannan shine inda fahimtar ka'idar ta juya zuwa iyawa mai dorewa a cikin samfura, manufofi, da ayyuka.
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya. A lokaci guda, rashin amfani da murya da haɗarin kwaikwaya yana ƙaruwa lokacin da aka rasa izini. Hanyar da ta fi dacewa ita ce haɗa saurin gwaji tare da horon gudanarwa: gudanar da matukin jirgi, kama shaida, buga rajistan ayyukan yanke shawara, da ci gaba da sabunta abubuwan tsaro kamar yadda halayen ƙira, tsammanin mai amfani, da buƙatun tsari ke tasowa.
Dabarun Tasiri
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya.
Yana inganta samun dama ta hanyar rubutu, ba da labari, da mu'amalar murya. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Ƙungiyoyin kafofin watsa labaru na iya jigilar sauti mai gogewa cikin sauri tare da ƙaramin kasafin kuɗi.
Ƙungiyoyin kafofin watsa labaru na iya jigilar sauti mai gogewa cikin sauri tare da ƙaramin kasafin kuɗi. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Tsarin fuskantar abokin ciniki na iya aiwatar da hulɗar magana a mafi girman ma'auni.
Tsarin fuskantar abokin ciniki na iya aiwatar da hulɗar magana a mafi girman ma'auni. A cikin ƙawance masu inganci, ana fassara wannan zuwa ƙa'idodin aiki waɗanda za a iya aunawa, iyakokin ikon mallaka, da kuma bita-da-kullin bita don ƙungiyoyi su iya haɓaka kwarin gwiwa a maimakon ɓata shakku.
Aiwatar da Gaskiyar Duniya
Masu samarwa da masu sake haɗawa suna cire tsaftataccen acapellas ko kayan aiki daga waƙoƙin da aka saki
Karaoke apps suna cire muryoyin gubar akan tashi don ƙirƙirar waƙoƙin goyan baya
Mawakan keɓe bassline ko ganga don rubutawa ko aiki tare
Maido da sauti da kuma samar da ayyukan aiki waɗanda ke buƙatar ɗaga kayan aiki ɗaya daga tsohuwar haɗakarwa
Hanyoyin Aiwatarwa
Demucs Music Source Rabe a aikace
Masu samarwa da masu sake haɗawa suna cire tsaftataccen acapellas ko kayan aiki daga waƙoƙin da aka saki.
Masu samarwa da masu haɓakawa suna fitar da tsaftataccen acapellas ko kayan aiki daga waƙoƙin da aka saki Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Demucs Music Source Rabe a aikace
Karaoke apps suna cire muryoyin gubar akan tashi don ƙirƙirar waƙoƙin goyan baya.
Ka'idodin Karaoke suna cire muryoyin gubar akan tashi don ƙirƙirar waƙoƙin goyan baya Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in ƙira, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Demucs Music Source Rabe a aikace
Mawakan keɓe bassline ko ganga don rubutawa ko aiki tare.
Mawakan keɓe bassline ko ganga don rubutawa ko yin aiki tare da Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin duk nasarorin samarwa da farashi na kuskure akan lokaci.
Demucs Music Source Rabe a aikace
Maido da sauti da kuma samar da ayyukan aiki waɗanda ke buƙatar ɗaga kayan aiki ɗaya daga tsohuwar haɗakarwa.
Mayar da sauti da kuma samar da ayyukan aiki waɗanda ke buƙatar ɗaga kayan aiki ɗaya daga cikin tsohuwar haɗakarwa Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙofofin inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'in gefe, da bin diddigin nasarorin samarwa da tsadar kuskure a kan lokaci.
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.
Sami tabbataccen izini don ɗaukar murya, cloning, da sake amfani. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Gwajin ingantattun masu magana daban-daban da yanayin baya.
Gwajin ingantattun masu magana daban-daban da yanayin baya. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Ƙayyade lokacin da dole ne ɗan adam ya duba ko ya amince da abubuwan da aka fitar.
Ƙayyade lokacin da dole ne ɗan adam ya duba ko ya amince da abubuwan da aka fitar. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.
Yi lakabin sauti na roba da kuma adana bayanan da aka tabbatar don yin lissafi.
Yi lakabin sauti na roba da kuma adana bayanan da aka tabbatar don yin lissafi. Ɗauki kowane mataki azaman ƙofar shaida: idan ba a cika sharuɗɗa ba, dakatar da fitar, rufe tazarar, sannan kawai faɗaɗa amfani.