Uhlolojikelele
I-Automatic Music Transcription (AMT) iguqula umsindo orekhodiwe ongahluziwe womculo ube inothi engokomfanekiso njengomculo weshidi, i-MIDI, noma i-piano roll. Ibhekana nenye yezinkinga ezinzima kumsindo we-AI: ukuqaqa amanothi amaningi agqagqene adlalwa ngesikhathi esisodwa.
Okulotshiweyo Komculo Okuzenzakalelayo kuhlala ekuhambeni komsebenzi kwe-audio-AI okuguqula inkulumo, umculo, nomsindo wokuxhumana, ukufinyeleleka, nokukhiqizwa kwemidiya.
I-Deep Dive
Amasistimu e-AMT alalela i-waveform yomsindo nokuphumayo lapho amanothi adlalwayo, ukuthi aqala nini, ahlala isikhathi esingakanani, futhi ngezinye izikhathi ukuthi iyiphi insimbi edlalayo. Inselele eyinhloko i-polyphony: uma amanothi amaningana ezwakala ngesikhathi esisodwa, ama-harmonics awo adlulana futhi afiphaze ndawonye ku-spectrum yefrikhwensi, ngakho-ke u-C no-G oyedwa kungaba nzima ukuhlukanisa kunothi elilodwa elinomsindo omkhulu. Amasistimu esimanje aguqula umsindo ube ukumelwa kwemvamisa yesikhathi njenge-mel-spectrogram noma i-Constant-Q Transform, bese kusetshenziswa amanethiwekhi ajulile we-neural ukubikezela ukuqala kwenothi, ukuguquguquka, nokukhala. Google Imodeli ye-Onsets and Frames beyiyingqophamlando yokulotshwa kwepiyano, kuyilapho amamodeli e-transformer amasha njenge-MT3 ebhala izinsimbi eziningi ngesikhathi esisodwa.
I-Technical Insight
Ukuqonda okubalulekile ukwehlukanisa ukutholwa kokuqala ekutholweni kwephimbo lezinga lozimele. Amamodeli afana ne-Onsets kanye nama-Frames asebenzisa inhloko yenethiwekhi eyodwa ukuze abone isikhathi esinembile sokuqala kwenothi (umcimbi obukhali, onomdlandla) kanye nenye ukuze alandelele ukuthi imaphi amaphimbo azwakalayo kuhlaka ngalunye. Izibikezelo zokuqala bese zifaka okuphumayo kozimele, kunciphisa kakhulu amanothi angamanga. I-Constant-Q Transform iyasiza ngoba ibeka imigqomo yefrikhwensi ngokwe-logarithmically, ifane nokuthi izingoma zomculo zihlukaniswa kanjani nge-octave.
Ukuba Ngumpetha Okulotshiweyo Komculo Okuzenzakalelayo
I-Automatic Music Transcription (AMT) iguqula umsindo orekhodiwe ongahluziwe womculo ube inothi engokomfanekiso njengomculo weshidi, i-MIDI, noma i-piano roll. Ibhekana nenye yezinkinga ezinzima kumsindo we-AI: ukuqaqa amanothi amaningi agqagqene adlalwa ngesikhathi esisodwa. Okulotshiweyo Komculo Okuzenzakalelayo kuhlala ekuhambeni komsebenzi kwe-audio-AI okuguqula inkulumo, umculo, nomsindo wokuxhumana, ukufinyeleleka, nokukhiqizwa kwemidiya. Ukuze wakhe ukuqonda okujulile, phatha i-Automatic Music Transcription njengemodeli yokusebenza, hhayi isici esisodwa: chaza imiphumela oyifunayo, ucacise ukucabanga, futhi uhlukanise lokho isistimu engakwenza ngokwethembeka kulokho okusadinga ukwahlulela kochwepheshe.
Empeleni, amaqembu aqinile asebenzisa Okulotshiweyo Komculo Okuzenzakalelayo aphatha ikhwalithi, ukubambezeleka, kanye nemvume njengezingxenye ezibalulekile zesu lokusebenzisa. Babhala imibandela yempumelelo ecacile, ukuhlola okuqhathaniswa nedatha engokoqobo nokugeleza komsebenzi, futhi baphindaphinde ngokusekelwe kumaphethini okuhluleka aqashiwe esikhundleni sokuwina kwebhentshimakhi yesikhathi esisodwa. Yilapho ukuqonda kwethiyori kuguquka kube amandla ahlala njalo kuwo wonke umkhiqizo, inqubomgomo, kanye nokusebenza.
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi. Ngesikhathi esifanayo, ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyakhuphuka uma imvume ingekho. Indlela eqine kakhulu iwukuhlanganisa isivinini sokuhlola nesiyalo sokuphatha: qhuba abashayeli bezindiza, bamba ubufakazi, ushicilele amalogi ezinqumo, futhi ubuyekeze izivikelo ngokuqhubekayo njengoba imodeli yokuziphatha, okulindelwe ngabasebenzisi, kanye nezimfuneko zokulawula zishintsha.
I-Strategic Impact
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi.
Ithuthukisa ukufinyeleleka ngokuloba, ukulandisa, nezixhumi ezibonakalayo zezwi. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane.
Amaqembu emidiya angathumela umsindo opholishiwe ngokushesha ngamabhajethi amancane. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu.
Amasistimu abhekene nekhasimende angacubungula ukusebenzelana okukhulunyiwe ngesilinganiso esikhulu. Ekusetshenzisweni kwekhwalithi ephezulu, lokhu kuhunyushwa emithethweni yokusebenza elinganisekayo, imingcele yobunikazi, nemikhuba yokubuyekeza ephindelelayo ukuze amaqembu akwazi ukukala ukuzethemba esikhundleni sokukala ukungaqondakali.
Ukuqaliswa Komhlaba Wangempela
I-AnthemScore nezinhlelo zokusebenza ezifanayo eziguqula okurekhodiwe kwe-MP3 kube umculo weshidi ohlelekayo wabaculi abafunda izingoma ngendlebe
Ukukhishwa kwe-MIDI kokurekhodiwe kwepiyano ukuze umdidiyeli akwazi ukuphinda aphimisele noma alinganisele ukusebenza ku-DAW
Amathuluzi okufundisa umculo aqhathanisa amanothi adlalwayo omfundi ngokumelene nesikolo ukuhlaba umkhosi amanothi angalungile noma aphuthelwe
Izazi zomculo zibhala okurekhodiwe komlando noma okuthuthukisiwe (njengama-jazz solo) ukuze kube inothisi ukuze kuhlaziywe
Amaphethini Okusebenzisa
Okulotshiweyo Komculo Okuzenzakalelayo kuyasebenza
I-AnthemScore nezinhlelo zokusebenza ezifanayo eziguqula okurekhodiwe kwe-MP3 kube umculo weshidi ohlelekayo wabaculi abafunda izingoma ngendlebe.
I-AnthemScore nezinhlelo zokusebenza ezifanayo eziguqula okurekhodiwe kwe-MP3 kube umculo weshidi ohlelekayo wabaculi abafunda izingoma ngendlebe Amaqembu ngokuvamile athola imiphumela engcono lapho echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Okulotshiweyo Komculo Okuzenzakalelayo kuyasebenza
Ukukhishwa kwe-MIDI kokurekhodwa kwepiyano ukuze umdidiyeli akwazi ukuphinda akhulume noma alinganisele ukusebenza ku-DAW.
Ukukhishwa kwe-MIDI kokurekhodiwe kwepiyano ukuze umkhiqizi akwazi ukuphinda aphimisele noma alinganisele ukusebenza kokuthi Amaqembu e-DAW ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yomuntu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Okulotshiweyo Komculo Okuzenzakalelayo kuyasebenza
Amathuluzi okufundisa umculo aqhathanisa amanothi adlalwayo omfundi ngokumelene nesikolo ukuhlaba umkhosi amanothi angalungile noma aphuthelwe.
Amathuluzi emfundo yomculo aqhathanisa amanothi adlalwayo omfundi ngokumelene nesikolo ukuze ahlabe umkhosi amanothi angalungile noma aphuthelwe Amaqembu ngokuvamile athola imiphumela engcono uma echaza izilinganiso zekhwalithi ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi elandelela kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Okulotshiweyo Komculo Okuzenzakalelayo kuyasebenza
Izazi zomculo zibhala okurekhodiwe komlando noma okuthuthukisiwe (njengama-jazz solo) ukuze kube inothisi ukuze kuhlaziywe.
Izazi zomculo eziloba okurekhodiwe komlando noma okuthuthukisiwe (njengama-jazz solo) ekubhaleni ukuze kuhlaziywe Amaqembu ngokuvamile athola imiphumela engcono uma echaza izinga eliphezulu ngaphambili, egcina indlela yokukhuphuka yabantu yamakesi asemaphethelweni, futhi alandelele kokubili izinzuzo zokukhiqiza nezindleko zamaphutha ngokuhamba kwesikhathi.
Izingozi & Guardrails
Ukusetshenziswa kabi kwezwi kanye nezingozi zokuzenza ongeyena ziyanda uma imvume ingekho.
Ukunemba kungase kwehle kuzo zonke izinhlobo zokuphimisela, izilimi zesigodi, noma izindawo ezinomsindo.
Umsindo wokwenziwa ungenziwa iphutha njengenkulumo eyiqiniso ngaphandle kokulebula okucacile.
Ukuqalisa Umhlahlandlela
Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha.
Thola imvume esobala yokuthwebula izwi, ukuhlanganisa, nokusebenzisa kabusha. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva.
Ikhwalithi yokuhlola kuzo zonke izipikha nezimo zangemuva. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo.
Chaza ukuthi kunini lapho umuntu kufanele abuyekeze noma agunyaze okuphumayo. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.
Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele.
Lebula umsindo wokwenziwa futhi ugcine amarekhodi atholakalayo ukuze aziphendulele. Phatha isinyathelo ngasinye njengesango lobufakazi: uma imibandela ingafinyelelwa, misa ukukhishwa, vala igebe, bese unweba ukusetshenziswa.