Ndegharị egwu akpaaka
Ndegharị egwu akpaghị aka (AMT) na-atụgharị ndekọ ọdịyo raw ka ọ bụrụ akara ngosi dịka egwu mpempe akwụkwọ, MIDI, ma ọ bụ mpịakọta piano.
Nchịkọta
It tackles one of the hardest problems in audio AI: untangling many overlapping notes played at once.
Ime miri emi
Sistemu AMT na-ege ntị n'ụdị ebili mmiri na mmepụta nke ndetu a na-akpọ, mgbe ha na-amalite, ogologo oge ha na-adị, na mgbe ụfọdụ ngwá ọrụ na-akpọ ha. Isi ihe ịma aka bụ polyphony: mgbe ọtụtụ ndetu na-ada n'otu oge, nkwekọ ha na-adaba ma na-agbakọta ọnụ na ụdịdị dị iche iche, yabụ otu C na G nwere ike isi ike ikewapụ n'otu ndetu dị elu. Usoro ọgbara ọhụrụ na-atụgharị ọdịyo ka ọ bụrụ ihe nnọchi anya ugboro ugboro dị ka mel-spectrogram ma ọ bụ Constant-Q Transform, wee jiri netwọkụ akwara dị omimi buru amụma mmalite ndetu, nkwụsị, na ọkwa. Ụdị mmalite na Frames nke Google bụ akara ngosi maka ndegharị piano, ebe ụdị mgbanwe ọhụrụ dị ka MT3 na-edegharị ọtụtụ ngwa otu mgbe.
Nghọta nka nka
Nghọta dị mkpa bụ ikewapụta nchọpụta mmalite na nchọpụta ọkwa ọkwa etiti. Ụdị dị ka mmalite na okpokolo agba na-eji otu isi netwọk iji hụ kpọmkwem oge ndetu malitere (ihe omume dị nkọ ma dị ike) na nke ọzọ iji soro ọkwa nke na-ada ụda na etiti ọ bụla. Amụma mmalite wee banye n'ọnụ ụzọ arụpụta etiti, na-ebelata nke ukwuu ndetu ndetu. Mgbanwe Constant-Q na-enyere aka n'ihi na ọ na-etinye oghere ugboro ugboro n'ụzọ logarithmically, dabara ka esi ekewa olulu egwu otu octave iche.
Mmetụta atụmatụ
Nweta na iru
Ọ na-eme ka nnweta ya dịkwuo mma site na ndegharị, ịkọ akụkọ, na ntụgharị olu.
Ọnụ ego na mmefu ego
Ndị otu mgbasa ozi nwere ike ibubata ọdịyo a na-egbu maramara ngwa ngwa site na iji obere mmefu ego.
Ọsọ na ọnụ ọgụgụ
Sistemụ na-eche ihu ndị ahịa nwere ike hazie mkparịta ụka n'ọtụtụ buru ibu.
Ọdịnihu nke ndegharị egwu akpaaka
AMT na-esi na piano na-aga n'ihu na ngwa ngwa a pụrụ ịdabere na ya na ndegharị zuru oke, gụnyere ụda, ụda olu, na usoro ngosipụta dị ka bends na vibrato. Ihe owuwu ihe ngbanwe a zụrụ azụ na nnukwu ihe sịntetik na nke dabara adaba na-emechi oghere ahụ. Na-atụ anya mwekota siri ike na nkewa isi mmalite, ndegharị ozugbo maka ịrụ ọrụ ndụ, yana ngwaọrụ na-ejide obere oge na mgbanwe, ọ bụghị naanị ndetu. Ebumnuche ogologo oge bụ usoro na-atụgharị ndekọ ọ bụla ka ọ bụrụ akara a na-edezi, nke mmadụ nwere ike ịgụ.
Mmejuputa n'ezie n'ụwa
AnthemScore na ngwa ndị yiri ya na-agbanwe ndekọ MP3 ka ọ bụrụ egwu mpempe akwụkwọ maka ndị na-egwu egwu na-amụ egwu site na ntị
MIDI mmịpụta sitere na ndekọ piano ka onye nrụpụta wee nwee ike ikwughachi olu ma ọ bụ tụọ arụmọrụ ya na DAW
Ngwa nkuzi egwu na-atụnyere ndetu nwa akwụkwọ na-akụ megide akara ya na ndetu na-ezighi ezi ma ọ bụ nke agbaghara
Ndị ọkà mmụta egwu na-edegharị ndekọ akụkọ ihe mere eme ma ọ bụ nke emelitere (dị ka jazz solos) n'ime akara ngosi maka nyocha
Ihe ize ndụ & okporo ụzọ nche
Iji olu eme ihe na ihe egwu mpụta ga-abawanye mgbe nkwenye na-efu.
Izi ezi nwere ike ịdaba n'ofe ụda olu, olumba ma ọ bụ gburugburu mkpọtụ.
Enwere ike imehie ọdịyo sịntetik dị ka ezigbo okwu na-enweghị akara doro anya.
Map mmejuputa
Nweta nkwenye doro anya maka ijide olu, imechi, na ijigharị.
Nwale ogo n'ofe ndị na-ekwu okwu dị iche iche yana ọnọdụ ndabere.
Kọwaa mgbe mmadụ ga-enyocha ma ọ bụ kwado nsonye.
Deba aha ọdịyo sịntetik ma debe ndekọ ihe ndekọ maka ịza ajụjụ.
Nọgide na-eme nchọpụta
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Ntuziaka na-esote
Ọgbọ Egwu Ihe atụ
Ajụjụ a na-ajụkarị
What is Automatic Music Transcription?
Ndegharị egwu akpaghị aka (AMT) na-atụgharị ndekọ ọdịyo raw ka ọ bụrụ akara ngosi dịka egwu mpempe akwụkwọ, MIDI, ma ọ bụ mpịakọta piano. Ọ na-edozi otu n'ime nsogbu kachasị sie ike na AI ọdịyo: ịtọghe ọtụtụ ndetu ndetu a na-egwu n'otu oge.
Kedu ihe ntụgharị egwu akpaaka na-ebute ụzọ?
AMT na-atụgharị ndekọ ọnụnụ ka ọ bụrụ akara ngosi dịka MIDI, mpịakọta piano, ma ọ bụ egwu mpempe akwụkwọ na-akọwa ndetu egwuru.
Kedu ihe kpatara egwu polyphonic ji sie ike idegharị?
Mgbe ọtụtụ ndetu na-ada ụda ozugbo, nkwekọ ha na-adakọ, na-eme ka ọ sie ike ikewapụta ọkwa nke ọ bụla dị.
Kedu ihe ama ama gbasara ụdị mmalite na Frames Google?
Mmalite na okpokolo agba ji otu isi chọpụta mmalite ndetu izizi yana nke ọzọ maka ọkwa kwụgidere, yana mmalite na-ewepụta mmepụta etiti.
Kedu ihe kpatara mgbanwe Constant-Q ji baa uru maka egwu?
A na-ekewa olulu egwu n'ụzọ logarithmically (octaves okpukpu abụọ na ugboro ole), na blọgụ nwere oghere nke CQT dabara na nke a.
Kedu ihe 'mmalite' na-ezo aka na ederede?
Mmalite bụ oge dị nkọ, dị ike mgbe ndetu malitere, nke dị mfe ịkọwapụta kpọmkwem karịa nkwado ya.