Jukebox
Jukebox ndeye OpenAI's 2020 neural network inogadzira mhanzi yakaomeswa - yakazara nemanzwi ekuimba, zviridzwa, uye kunyange mazwi muchimiro chevatambi chaivo.
Pfupiso
It was a landmark proof that AI could model the actual waveform of song-length music, not just notes.
Kudzika Kwakadzika
Yakaburitswa na OpenAI muna Kubvumbi 2020, Jukebox inogadzira mimhanzi seyakaomeswa kwete manotsi ekufananidzira, zvichireva kuti inoburitsa ruzha chairwo kusanganisira mazwi. Yakadzidziswa panziyo dzinosvika miriyoni 1.2 (dzinosvika hafu yemutauro wechiRungu) dzakabviswa pawebhu, dzakabatanidzwa nemazwi uye metadata kubva kuLyricWiki. Unogona kuimisa pamhando, dhizaini, uye mazwi, uye inoimba zvinozivikanwa (kana zvisingaite) semuimbi uyu. Kubuda kunomhanya maminetsi akati wandei. Kubata ndiko kukurumidza uye kuvimbika: chizvarwa chainonoka zvakanyanya, chichitora maawa mapfumbamwe kupa miniti imwe chete yekuteerera, uye mhedzisiro ine muffled, ruzha mhando. Jukebox yaive yekutsvagisa, kwete chigadzirwa chakakwenenzverwa, asi yakagadzirisa tarisiro yezvaigoneka.
Technical Insight
Jukebox inomanikidza mbishi odhiyo ichishandisa VQ-VAE autoencoders panguva nhatu zvigadziriso, ichishandura refu waveform kuita ipfupi kuteedzana kwe discrete macode. Autoregressive Transformers yobva yafanotaura aya makodhi imwe panguva, yakarongedzwa pane muimbi, genre, uye mazwi, uye upsamplers inowedzera yakakwirira-frequency ruzivo. Kudhirodha makodhi epasi-chikamu kudzoka kune 44.1 kHz waveform ndiko kunoita kuti chizvarwa chinonoke, nekuti mamirioni emasampureti ekuteerera anofanirwa kugadzirwa zvakatevedzana.
Strategic Impact
Svika uye svika
Inonatsiridza kusvikika kuburikidza nekunyora, kurondedzera, uye mazwi ekubatanidza.
Mutengo uye bhajeti
Zvikwata zveMedia zvinogona kutumira odhiyo yakakwenenzverwa nekukurumidza nemabhajeti madiki.
Kumhanya uye chiyero
Masisitimu anotarisana nevatengi anogona kugadzirisa kutaurirana kwekutaura pamwero mukuru.
Ramangwana reJukebox
Jukebox pachayo inonyanya kukosha yenhoroondo ikozvino, inosimudzwa nekukurumidza kupararira uye yakareruka-odhiyo modhi senge idzo dziri kumashure kweSuno neUdio dzinogadzira dziri pedyo-CD-mhando nziyo mumasekonzi. Iwo epakati mazano - discrete odhiyo tokeni uye mamiriro emazwi - anorarama mune azvino masisitimu. Tarisira remangwana maodhiyo emhando dzemaodhiyo kuti arambe achidzikira nguva yechizvarwa, kurodza kujeka kwezwi, uye kuwedzera zvidzoreso zvakanaka, ukuwo mibvunzo yekodzero dzeJukebox yakatanga kumutswa nezvekudzidziswa pamarekodhi anekodzero inongowedzera ruzha.
Real-World Implementation
Vatsvagiri vanodzidza kuti neural network inogona sei kutevedzera refu-fomu mbishi odhiyo uye kuimba manzwi, vachishandisa Jukebox sereferensi yekuvaka.
Vaimbi nevanoita zvekutamba vachigadzira zvinotyisa, lo-fi 'AI inovhara' inoimba mazwi matsva nemaitiro akaomarara emuimbi akasarudzwa.
Vadzidzisi vachiratidzira kusvetuka kubva kuMIDI-maitiro echinyorwa chizvarwa kusvika kuzere mbishi-odhiyo synthesis ine mazwi.
Vagadziri veruzha uye vanoedza maartist vanokohwa Jukebox yakasvibirira, yakaita seyekurota mameseji seyakabikwa yekumikisisa uye collage.
Njodzi & Guardrails
Kushandisa izwi zvisizvo uye njodzi dzekuedzesera dzinowedzera kana chibvumirano chisipo.
Kururama kunogona kudonha mumitauro, mataurirwo, kana nharaunda dzine ruzha.
Synthetic audio inogona kukanganisa kutaura kwechokwadi isina mavara akajeka.
Implementation Roadmap
Wana mvumo yakajeka yekutora inzwi, kugadzira, uye kushandisa zvakare.
Yedza mhando pavatauri vakasiyana uye mamiriro ekumashure.
Tsanangura apo munhu anofanira kuongorora kana kubvumidza zvabuda.
Label synthetic odhiyo uye chengetedza marekodhi ekuzvidavirira.
Ramba Uchiongorora
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Gaidhi rinotevera
Symbolic Music Generation
Mibvunzo inowanzo bvunzwa
What is Jukebox?
Jukebox ndeye OpenAI's 2020 neural network inogadzira mhanzi yakaomeswa - yakazara nemanzwi ekuimba, zviridzwa, uye kunyange mazwi muchimiro chevatambi chaivo. Hwaive humbowo hunoratidza kuti AI yaigona kutevedzera iyo chaiyo waveform yerwiyo-kureba mimhanzi, kwete chete manotsi.
Chii chinoita kuti Jukebox isiyane neaimbova mimhanzi yekufananidzira AI senge masisitimu anoburitsa MIDI?
Jukebox inoenzanisira ruzha chairwo rwemimhanzi seyakaomeswa odhiyo, saka inogona kuburitsa manzwi uye zviridzwa zviridzwa, kusiyana nemasisitimu ekufananidzira anongoburitsa data renoti.
Ndiani akaburitsa Jukebox uye rinhi?
OpenAI yakaburitswa Jukebox muna Kubvumbi 2020 senzira yekutsvagisa yekugadzira mimhanzi ine mazwi.
Ndechipi chaive chidziviso chikuru cheJukebox?
Nekuda kwekuti inosarudza sampuli yekuteerera nemuenzaniso, Jukebox yakatora kuodha kwemaawa mapfumbamwe kuburitsa miniti imwe chete yemimhanzi, zvichiita kuti isashande pakushandisa-chaiyo-nguva.
Ndeipi nzira yakakosha inoshandiswa neJukebox kugadzira maredhiyo akareba anogoneka kune maTransformers ayo?
Jukebox inoshandisa VQ-VAE autoencoders kudzvanya waveform kuita discrete tokens, iyo Transformers yobva yaenzanisira autoregressive isati yasimudza kudzoka kune odhiyo.
Chii chaunogona kugadzirisa kubuda kweJukebox pairi?
Jukebox inogamuchira rudzi, muimbi wekutevedzera, uye mazwi, uye anoedza kuimba iwo mazwi nenzira iyoyo.