Résumé
Classification scene akustik (ASC) dafay tàggat masin yi ñu xàmmee environmaa bi ñu defee enregistrement bi, mbedd bu bari nit, park bu dal, saxaar, kafe, ci son kese. Dafay may aparey yi ñu xam 'fu ñu nekk' suñu jëfandikoo audio kese.
Classification Scene Akustik mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media.
Plongeur bu xóot
ASC dafay laaj benn model mu jox benn clip audio lëmm ci benn etiketu seen ci texture son bi yépp, du benn xew-xew. ASC wuute na ak gis-gis yiy xew ci son, ndax dafay gis xaj buy waay wala sirene, ASC dafay àtte njaxasu ambiant bi, hum bi, reverberation bi, ak dëgëraay bi ci son yiy jaxasoo. Sistem yi dañuy soppi audio yi ci spectrogram log-mel ba noppi ñu jox leen CNN yi wala transformatëri audio yi, ñuy faral di jëfandikoo yokk done yu melni mixup ak SpecAugment ngir xeex overfitting ci done yu néew. DCASE Challenge bi ñuy amal ci atum lëmm jural na jéego yu am solo, rawatina ci jafe-jafe yu metti yu melni dismatch device (model buñu tàggat ci benn mikro telefon buy lajj ci beneen) ak tabax model yu ndaw, yu néew doole yuy daw ci aparey yu yam yi.
Gis-gis xarala
Jafe-jafe bi gëna mag mooy seen yi dañu leen di fësal ci lim yu yàgg yi, du ci xew-xew yu gàtt, moo tax model yi dañuy boole màndarga yi ci segond yu bari. Ngir mëna dundu ci yeneen aparey enregistrement, ingénieur yi dañuy jëfandikoo pexe yu méngoo ak domen bi ak yokk xam-xam aparey biy nuru tontu fréquence mikro yi. Sistem DCASE yu bari yuy jël ndam li dañuy xayma ak dagg seen reso ngir mëna daje ak budget memory bu tar (dafay faral di nekk ci suufu 128 KB), loolu dafay firndeel ni ASC mën na dox ci aparey te du am cloud processing.
Xam xaajalug seen akustik
Classification scene akustik (ASC) dafay tàggat masin yi ñu xàmmee environmaa bi ñu defee enregistrement bi, mbedd bu bari nit, park bu dal, saxaar, kafe, ci son kese. Dafay may aparey yi ñu xam 'fu ñu nekk' suñu jëfandikoo audio kese. Classification Scene Akustik mingi toog ci biir liggéeyu audio-IA biy soppi kàddu, music, ak son ngir jokkoo, yombal jëfandikoo gi, ak defar media. Ngir tabax xam-xam bu xóot, jàppal Acoustic Scene Classification ni xeetu liggéey, du benn man-man: leeral njariñ yi nga bëgg, leeral xalaat yi, ba noppi 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 Classification Scene Acoustic 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
Aparey auditif yi dañuy xàmmee resto bu bari bruit ak néeg bu dal ba noppi di wàññi bruit bi ci saasi
Telefoon yu xarañ yi di soppi ci profil 'dawal' wala 'bitti' bu sukkandiko ci son biy wër
Sistemu kër yu xarañ yiy baña yàq mbir yu nëbbu, di jëlee audio bi ci wideo bi, te du ci wideo bi
Jumtukaayi enregistrement ak bioakustik yuy tànnal waxtu enregistrement yi ci xeetu dëkkuwaay
Modèlu jëfandikoo
Classification scene akustik ci jëf
Aparey yi ñuy jëfandikoo ngir dégg, dañuy xàmmee resto bu bari bruit ak néeg bu dal, ba noppi di wàññi bruit bi ci saasi.
Audience yiy gis resto bu bari bruit ak néeg bu dal, ba noppi di wàññi bruit bi ci saasi. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay porte kalite ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp benefiis yi ak njuumte yi ci diir bi.
Classification scene akustik ci jëf
Telefoŋ yu xarañ yi di soppi ci profil 'dawal' wala 'bitti' bu sukkandiko ci son bi am ci biir.
Smartphones coppite ci 'dawal' wala 'bitti' profile bu sukkandiko ci son ambient Ekip 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 ak njëgu njuumte ci diir bi.
Classification scene akustik ci jëf
Sistemu kër yu xarañ yiy baña yàq mbir yu nëbbu, di jëlee audio bi ci wideo bi, te du ci wideo bi.
Sistemu kër yu xarañ yiy baña yàq mbir yu nëbbu, di génne liggéeyu néeg ci audio bi moo gën wideo. Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee ay threshold yu baax ci kanam, tëye yoonu escalation nit ngir jafe-jafe yi, ba noppi topp njariñu produit yi ak njëgu njuumte yi ci diir bu gàtt.
Classification scene akustik ci jëf
Jumtukaayi enregistrement ak bioakustik yuy tànnal waxtu enregistrement yi ci xeetu dëkkuwaay bi.
Enregistrement-terrain ak jumtukaayi bioakustik tànnal waxtu enregistrement ci xeetu dëkkuwaay Ekip yi dañuy faral di am njariñ yu gëna baax suñu joxee threshold yu kalite ci kanam, tëye yoon escalation nit ngir jafe-jafe yi, ak topp njuréefi 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.