Demucs Umuziki Inkomoko Gutandukana
Demucs ni uburyo bugezweho bwo kwiga byimbitse kuva Meta AI igabanya indirimbo yarangiye mo ibiti bitandukanye nk'amajwi, ingoma, bass, nibindi bikoresho.
Incamake
Demucs ni uburyo bugezweho bwo kwiga byimbitse kuva Meta AI igabanya indirimbo yarangiye mo ibiti bitandukanye nk'amajwi, ingoma, bass, nibindi bikoresho. Bituma umuntu uwo ari we wese akuramo amajwi asukuye cyangwa igikoresho muri stereo ivanze.
Demucs Umuziki Inkomoko Gutandukana yicaye mumajwi-AI akazi gahindura imvugo, umuziki, nijwi ryitumanaho, kugerwaho, no gukora itangazamakuru.
Kwibira cyane
Demucs (Deep Extractor for Soko Yumuziki) ikemura ikibazo cyambere "kutavanga": kugarura ibikoresho byabantu kugiti cyabo cyanyuma. Impapuro zambere zakoreshaga umurongo-w-U-Net wakoraga ku buryo butaziguye amajwi yerekana amajwi, yabitse amakuru yicyiciro uburyo bwa spekrogramu akenshi butakaza. Hybrid Demucs ikoreshwa cyane hanyuma nyuma ya Hybrid Transformer Demucs (HT-Demucs) itunganya amajwi haba murwego rwumurongo wa flake na spekrogramu icyarimwe, hanyuma ikabihuza, hanyuma ukongeramo guhuza imiyoboro ihuza imiterere ndende. Yatojwe kuri dataset ya MUSDB18 hiyongereyeho andi makuru yinyongera, Demucs itandukanya imvange mumigozi ine (amajwi, ingoma, bass, izindi) kandi yabaye igikoresho kidasanzwe kuko ni isoko ifunguye, ikorera kuri GPU y'abaguzi, kandi igahora itanga amanota hafi hejuru kurwego rwo gutandukanya.
Ubushishozi
Hybrid Demucs ikora amashami abiri abangikanye na encoder-decoder amashami: rimwe kumurongo wigihe-umurongo hamwe nundi kuri STFT yerekanwe. Ibiranga guhanahana amashami no guhuzwa, kuburyo icyitegererezo gikoresha icyiciro nyacyo cyimiterere yumurongo hamwe nuburyo bugaragara bwimiterere ya spekrogramu. Ubwiza bupimwa hamwe na Signal-to-Distortion Ratio (SDR) muri decibels ku ndirimbo zafashwe. Impinduka ya transformateur yongeraho- no kwambukiranya kugirango ifate imiterere yumuziki mumasegonda.
Kumenya Demucs Umuziki Inkomoko Gutandukana
Kugirango wubake byimbitse, fata Demucs Umuziki Ukomoka Gutandukana nkicyitegererezo gikora, ntabwo ari ikintu kimwe. Sobanura ibyifuzwa, usobanure neza ibitekerezo, kandi utandukanye ibyo sisitemu ishobora gukora byizewe nibisaba guca imanza zinzobere.
Mu myitozo, amakipe akomeye akoresha Demucs Umuziki Inkomoko Gutandukanya ifata ubuziranenge, ubukererwe, hamwe no kwemererwa nkibice byingenzi byingamba zo kohereza. Bandika ibipimo ngenderwaho byerekana intsinzi, bagerageza kurwanya amakuru afatika hamwe nakazi keza, kandi bagasubiramo bashingiye kubikorwa byagaragaye ko batsinzwe aho gutsinda inshuro imwe. Aha niho imyumvire yubumenyi ihinduka mubushobozi burambye kubicuruzwa, politiki, nibikorwa.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mugihe kimwe, gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze. Uburyo bukomeye cyane ni uguhuza umuvuduko wikigereranyo hamwe na disipuline yimiyoborere: kuyobora abaderevu, gufata ibimenyetso, gutangaza ibyemezo byicyemezo, no gukomeza kuvugurura uburyo bwo kwirinda nkimyitwarire yicyitegererezo, ibyo abakoresha bategereje, nibisabwa n'amategeko bigenda bihinduka.
Ingaruka z'Ingamba
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi.
Itezimbere kugerwaho binyuze mu kwandukura, kuvuga, no guhuza amajwi. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto.
Amatsinda yibitangazamakuru arashobora kohereza amajwi yihuse hamwe na bije nto. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini.
Sisitemu ireba abakiriya irashobora gutunganya imikoranire ivugwa murwego runini. Mubikorwa byujuje ubuziranenge, ibi bihindurwa mumategeko agenga imikorere, imipaka nyirubwite, hamwe n'imihango yo gusubiramo kenshi kugirango amakipe ashobore kwigirira ikizere aho gupima ibidasobanutse.
Gushyira mu bikorwa Isi
Abaproducer na remix bakuramo acapella cyangwa ibikoresho bisukuye mumirongo yasohotse
Porogaramu za Karaoke zikuraho amajwi ayobora muguruka kugirango zikore inzira zinyuma
Abacuranzi batandukanya bassline cyangwa ingoma yo kwandukura cyangwa kwitoza hamwe
Kugarura amajwi no gutoranya akazi gakeneye gukuramo igikoresho kimwe kivanze
Uburyo bwo Gushyira mu bikorwa
Demucs Umuziki Inkomoko Gutandukana mubikorwa
Abaproducer na remix bakuramo acapella cyangwa ibikoresho bisukuye mumirongo yasohotse.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Demucs Umuziki Inkomoko Gutandukana mubikorwa
Porogaramu za Karaoke zikuraho amajwi ayobora muguruka kugirango zikore inzira zinyuma.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Demucs Umuziki Inkomoko Gutandukana mubikorwa
Abacuranzi batandukanya bassline cyangwa ingoma yo kwandukura cyangwa kwitoza hamwe.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Demucs Umuziki Inkomoko Gutandukana mubikorwa
Kugarura amajwi no gutoranya akazi gakeneye gukuramo igikoresho kimwe kivanze.
Amakipe akunze kubona umusaruro ushimishije mugihe asobanura ibipimo ngenderwaho byimbere imbere, agakomeza inzira yo kuzamura abantu kubibazo byimbere, kandi akurikirana inyungu zibyara umusaruro nibiciro byamakosa mugihe.
Ingaruka & Kurinda
Gukoresha nabi amajwi no kwigira ibyago byiyongera mugihe uruhushya rubuze.
Ukuri kurashobora kugabanuka hejuru yimvugo, imvugo, cyangwa urusaku rwibidukikije.
Amajwi yubukorikori arashobora kwibeshya kumvugo yukuri nta kirango gisobanutse.
Igishushanyo mbonera
Shaka uruhushya rusobanutse rwo gufata amajwi, gukoroniza, no gukoresha.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Ikizamini cyiza mubiganiro bitandukanye hamwe nuburyo bwimbere.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Sobanura igihe umuntu agomba gusuzuma cyangwa kwemeza ibisubizo.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Andika amajwi yubukorikori kandi ugumane inyandiko zerekana kubazwa.
Fata nk'irembo ryibimenyetso: niba ibipimo bitujujwe, hagarika kuzenguruka, funga icyuho, hanyuma noneho wagure imikoreshereze.
Komeza Ubushakashatsi
Check your understanding
Test yourself: take the Demucs Music Source Separation quiz