Dubawa
Kiɗa ta atomatik yana amfani da koyan na'ura don sauraron waƙa kuma ta haɗe alamomin siffanta ta atomatik kamar nau'i, yanayi, kayan kida, da ɗan lokaci. Yana ba da ikon bincike, shawarwari, da fasalulluka na ƙungiyar bayan kowane babban sabis na yawo.
Kiɗa Auto-Tagging 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
Kiɗa ta atomatik yana ɗaukar lakabi azaman matsala mai lamba daya: waƙa ɗaya na iya zama 'dutse', 'mai kuzari', da 'guitar-kore' gaba ɗaya. Tsarin zamani yana jujjuya sautin ɗanyen sauti zuwa mel-spectrogram (hoton mitar sauti na lokaci) kuma yana ciyar da shi ta hanyar hanyar sadarwa ta juzu'i ko taswira wacce aka horar akan bayanan bayanai kamar MagnaTagaTune, da Million Song Dataset, ko MTG-Jamendo. Samfurin yana fitar da yuwuwar kowane tag mai yiwuwa. Saboda alamun da mutane ke amfani da su suna da hayaniya kuma ba su cika ba, horo yana da ƙalubale, kuma alamomin ba su daidaita. Kashin baya ɗaya yana ƙara fitowa daga samfuran sauti masu kulawa da kai, don haka wakilci ɗaya yana ciyar da alamar alama, shawarwari, da neman kamanni maimakon gina keɓantaccen tsari na kowane tag.
Fahimtar Fasaha
An raba sautin zuwa gajerun firam ɗin da suka mamaye juna, an canza su ta hanyar Canji na ɗan gajeren lokaci Fourier, kuma an tsara shi akan sikelin mel wanda ke kwaikwayi tunanin ɗan adam. CNN tana karanta wannan bakan kamar hoto, koyo matattarar jituwa, kari, da timbre. Layer na ƙarshe yana amfani da kunnawa sigmoid (ba softmax) saboda alamun masu zaman kansu ne kuma ba na keɓancewa ba, kuma an inganta shi tare da binary giciye-entropy a cikin ɗarurruwan lambobi masu yiwuwa.
Jagorar Kiɗa ta atomatik
Kiɗa ta atomatik yana amfani da koyan na'ura don sauraron waƙa kuma ta haɗe alamomin siffanta ta atomatik kamar nau'i, yanayi, kayan kida, da ɗan lokaci. Yana ba da ikon bincike, shawarwari, da fasalulluka na ƙungiyar bayan kowane babban sabis na yawo. Kiɗa Auto-Tagging 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 zurfin fahimta, bi da Kiɗa Auto-Tagging azaman ƙirar aiki, ba fasali ɗaya ba: ayyana sakamakon da ake so, fayyace zato, da raba abin da tsarin zai iya yi da dogaro daga abin da har yanzu ke buƙatar yanke hukunci na ƙwararru.
A aikace, ƙungiyoyi masu ƙarfi masu amfani da Kiɗa Auto-Tagging suna kula da 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
Spotify da makamantan ayyuka suna yiwa sabbin abubuwan lodawa tare da nau'i da yanayi don ƙarfafa shawarwarin salon 'Gano mako-mako'
Ƙirƙirar dakunan karatu na kiɗa suna barin masu gyara bidiyo su tace miliyoyin waƙoƙin haja ta hanyar 'inganta kamfani' ko 'cinematic'
Software na DJ yana gano BPM, maɓalli, da kuzari ta atomatik don haka za'a iya daidaita waƙoƙin kuma a daidaita su ta atomatik
Dandalin ba da lasisin kiɗa da yiwa kayan aiki alama da yanayi don daidaita waƙoƙi zuwa taƙaitaccen talla
Hanyoyin Aiwatarwa
Kiɗa Auto-Tagging a aikace
Spotify da makamantan ayyuka suna yiwa sabbin abubuwan lodawa tare da nau'i da yanayi don ƙarfafa shawarwarin salon 'Gano mako-mako'.
Spotify and similar services tagging new uploads with genre and mood to power 'Discover Weekly' style recommendations Teams usually get better outcomes when they define quality thresholds up front, keep a human escalation path for edge cases, and track both productivity gains and error costs over time.
Kiɗa Auto-Tagging a aikace
Ƙarfafa-kaɗe-kaɗe dakunan karatu suna barin masu gyara bidiyo su tace miliyoyin waƙoƙin haja ta hanyar 'inganta kamfani' ko 'cinematic'.
Kayayyakin dakunan karatu na kiɗa da ke barin masu gyara bidiyo su tace miliyoyin waƙoƙin hannun jari ta hanyar 'inganta kamfani' ko 'cinematic' ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da bin diddigin nasarorin samarwa da tsadar kurakurai a kan lokaci.
Kiɗa Auto-Tagging a aikace
Software na DJ yana gano BPM, maɓalli, da kuzari ta atomatik don haka za'a iya daidaita waƙoƙi kuma a daidaita su ta atomatik.
Software na DJ yana gano BPM, maɓalli, da makamashi ta atomatik don haka za'a iya daidaita waƙoƙi da daidaitawa ta atomatik Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ma'auni masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don ƙararraki, da kuma bin diddigin nasarorin samar da aiki da tsadar kuskure a kan lokaci.
Kiɗa Auto-Tagging a aikace
Dandalin ba da izinin kiɗan waƙa da ke yiwa kayan aiki alama da yanayi don daidaita waƙoƙi zuwa taƙaitaccen talla.
Dandalin lasisin kiɗan da ke yiwa kayan aiki da yanayi don dacewa da waƙoƙi zuwa taƙaitaccen talla Ƙungiyoyi yawanci suna samun sakamako mafi kyau lokacin da suka ayyana ƙima masu inganci a gaba, kiyaye hanyar haɓakar ɗan adam don shari'o'i, da bin duk nasarorin samarwa da ƙimar kuskure akan 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.