Résumé
Etiketu music dafay jëfandikoo model transformateur ngir déglu way wi ak seetlu etiketu tegtal yu melni genre, humeur, jumtukaay ak tempo. Dafay may seetlu, xalaat, ak defar boppam ci biir katalogu music yu mag yi.
Etiketu Music ak Transformers mingi toog ci liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
Etiketu music ci boppam, jafe-jafe la ci xaaj etiket yu bari: benn way mën nekk 'rock', 'energetik,' 'gitaar,' ak 'instrumental' ñoom ñépp benn yoon. Transformer yi dañu koy xeex ci soppi audio bi ci spectrogram (nataalu fréquence temps) ba noppi diko jox ay patch ci ay couche yuy bàyyi xel ci seen bopp, lu melni Transformer Vision di def ay patch nataal. Modèle yu melni Transformateur Spectrogram Audio (AST) ak MERT dañuy jàng motif yu sori ci piste bi yépp, di jàpp ni refrain bi di jëflante ak benn versi ci ay simili yu wuute. Ñu bari deñu leen tàggat seen bopp ci ay milioŋ ciy klip yuñ etiketewul, ba noppi ñu defar leen ci ay done yuñ etikete lu melni MagnaTagATune wala Million Song Dataset. Ndax etiket yi bokku ñu, couche bu mujj bi dafay jëfandikoo ay sorti sigmoid yuñ poñ ci benchmark yu melni moyenne precision ak ROC-AUC.
Gis-gis xarala
Audio bu ñor dañu koy soppi def ko spectrogram log-Mel, ñu xaaj ko ay pàcc yuy jaxasoo, ba noppi ñu boole ci encodage positionnel. Foofu sa bopp dafay may patch bu nekk mu diis beneen patch bu nekk, kon xew-xew yu sori yi ci music dañu am njeexital ci tag bu nekk. Etiketu musical wuute na ak benn etiketu nataal, ndax etiketu music dafay jëfandikoo benn sigmoid ci etiket bu nekk, du benn softmax, ndax etiket yi dañuy boole. Pretraining buñuy saytu seen bopp (di wax luy waaja am ci ay token audio yuñ maske) dafay joxe gis-gis yu am doole balaa ñuy fine-tuning ci ensemble yu gëna ndaw.
Xam etiketu music ak Transformers
Etiketu music dafay jëfandikoo model transformateur ngir déglu way wi ak seetlu etiketu tegtal yu melni genre, humeur, jumtukaay ak tempo. Dafay may seetlu, xalaat, ak defar boppam ci biir katalogu music yu mag yi. Etiketu Music ak Transformers mingi toog ci liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jëfandikoo Music Tagging ak Transformers ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ak tàqale li sistem bi mëna def ci anam wu wóor ak li ba leegi soxla àtteb kàngam.
Ci jëf, ekip yu am doole yiy jëfandikoo Music Tagging ak Transformers dañuy jàppee kalite, latency, ak nangu ni cër yu am solo ci pexem dugal. Dañuy bind kritër yu leer ngir am ndam, natt leen ci done yu dëggu ak def liggéey, ba noppi ñu baamtu ci anamu ñàkka mëna seetlu, du ci benn yoon benchmark wins. Mooy barab bi xam-xam theorie bi di soppiku nekk kàttan buy yàgg ci produit yi, ci politik yi ak ci liggéey yi.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jamano jooju, risku jëfandikoo Baat bu baaxul ak niru ak nit dafay gëna yokk sudee nanguwul. Xeetu jëf bi gëna dëgër mooy boole gaawaayu jàngat ak disipline nguur: doxal pilote, jàpp firnde, siiwal dogal yi, ak wéy di yeesal kaaraange gi ci anam wi ñuy doxalee, li jëfandikukat bi di xaar, ak sàrti sàrt yi di jëm kanam.
njeextalu pexe
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat.
Dafay gëna yombal jëfandikoo gi jaaraleko ci transkripsioŋ, nettali ak interfaasu baat. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew.
Ekipu mejaa yi mën nañu yónnee audio bu leer ci anam wu gëna gaaw te seen xaalis gëna néew. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu.
Sistem yiy jàkkarloo ak kiliyaan bi mën nañu def waxtaan ci anam wu gëna yaatu. Ci jëfandikoo yu am kalite bu kawe, loolu dañu koy tekki ci sàrti liggéey yuñ mëna natt, ay peggu boroom, ak ay xew-xewu xoolaat yu bari suko defee ekip yi mëna yokk wóolu seen bopp ci barabu yokk lu jaxasoo.
Doxal ci àdduna dëgg
Defar genre ak etiketu humeur ci boppam suko defee sarwiisu streaming yi mëna defar ay limu 'focus' wala 'workout'
Bayyi bibliotek yu misik yi ñu wane ay 'gitaar akustik yu neex' ngir editëru wideo yiy seet lisaas ngir senkronise
Powering motëri recommandé yiy gis sonically nuru way yu weesu li jëfandikukat yi joxe
Yamale dajalu misaalu liggéeykat ci jumtukaay buñ gis, butoŋu ak tempo ci saasi
Modèlu jëfandikoo
Etiketu misik ak Transformer ci jëf
Defar genre ak etiketu humeur ci boppam suko defee sarwiisu streaming yi mëna defar ay playlist 'focus' wala 'workout'.
Defar genre ak etiketu humeur ci boppam suko defee sarwiisu streaming yi mëna tabax ay limu playlist 'focus' wala 'workout'. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay pursàntaasu kalite ci kanam, tëye yoon wi nit ñi di yokk ngir jafe-jafe yi, ba noppi topp njariñu liggéey bi ak njëgu njuumte yi ci diir bu gàtt.
Etiketu misik ak Transformer ci jëf
Bayyi bibliotek yu music yi ñu wane 'gitaar akustik yu neex' ngir editëru wideo yiy seet lisaas ngir sync.
Bayyi bibliotek yu music surface 'upbeat gitaar akustik' tracks ngir editër wideo di seet lisence sync Teams yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit yi ak njëgu njuumte yi ci diir bi.
Etiketu misik ak Transformer ci jëf
Motëri recommande yu am doole yiy gis way yu nuru sonically yu weesu li jëfandikukat yi jox note bu leer.
Powering motëri recommandation yi gis sonically way yu nuru lu ëpp li jëfandikukat yi leer ci ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee thresholds kalite ci kanam, tëye yoonu escalation nit ngir mbir yu am solo, ak topp njuréefi produit ak njëgu njuumte ci diir bi.
Etiketu misik ak Transformer ci jëf
Yamale dajalu misaalu produitër ci jumtukaay buñu gis, butoŋu ak tempo ci saasi.
Amal xeetu dajale bu liggéeykat bi ci jumtukaay biñ gis, caabi, ak tempo ci saasi Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit ak njëgu njuumte ci diir bi.
Risk yi ak balustrade yi
Jëfandikoo baat ci anam wu jaarul yoon ak niru ak nit dafay gëna yokk sudee nanguwul.
Jaar-jaar mën na wàññeeku ci aksan yi, dialect yi wala barab yu bari xumbaay.
Audio synthetik mën nañu ko jaawale ak wax ju dëggu sudee amul etiket bu leer.
Roadmap ngir samp gi
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko.
Wutal ndigal bu leer ngir jàpp baat bi, klone ko ak jëfandikoowaat ko. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw.
Saytu kalite ci kàddukat yu bari ak anam yu bari ci ginaaw. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Mandargal kañ la nit wara xoolaat wala nangu ay génne.
Mandargal kañ la nit wara xoolaat wala nangu ay génne. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim.
Etiketu audio synthetik te nga denc dokimaa ci fimu bawoo ngir mëna lim. Japp jéego bu nekk ni buntu firnde: sudee mattul kritër yi, noppali génne gi, tëj bërëb bi, ba noppi nga yaatal jëfandikoo gi.