Bixiyaha Streaming Deezer Koodhka isha ee mashruuca tijaabada Sleeter, kaas oo soo saara nidaamka barashada mashiinka si loogu kala saaro ilaha dhawaaqa iyo halabuurka dhawaaqa adag. Barnaamijku wuxuu kuu oggolaanayaa inaad ka saarto codadka halabuurka oo aad ka tagto oo keliya la-socoshada muusiga, maamusho codka aaladaha gaarka ah ama tuurto muusigga oo aad uga tagto codka si aad u daboosho dhawaaq kale, abuurto isku-dhafan, karaoke ama qoraal. Xeerka mashruuca wuxuu ku qoran yahay Python iyadoo la adeegsanayo matoorka Tensorflow iyo hoos shatiga MIT.
Wixii raran moodooyinka horay loo tababaray ee lagu kala saarayo codadka (hal cod) ee la socda, iyo sidoo kale in loo kala qaybiyo 4 iyo 5 durdur, oo ay ku jiraan codadka, durbaanka, baasaska, biyaano iyo inta kale ee codka. Spleeter waxaa loo isticmaali karaa labadaba maktabad ahaan Python ahaan iyo sidii utility khadka taliska ee taagan. Xaaladda ugu fudud, oo ku saleysan faylka isha laba, afar ama shan fayl oo leh cod iyo qaybo la socda (vocals.wav, drums.wav, bass.wav, piano.wav, other.wav).
Marka loo qaybiyo 2 iyo 4 durdurrada, Spleeter wuxuu bixiyaa waxqabad aad u sarreeya, tusaale ahaan, marka la isticmaalayo GPU, kala qaybinta faylka maqalka ee 4 durdurrada waxay qaadataa 100 jeer waqti ka yar muddada asalka asalka ah. Nidaam leh NVIDIA GeForce GTX 1080 GPU iyo 32-core Intel Xeon Gold 6134 CPU, aruurinta tijaabada musDB waxaa lagu farsameeyay 27 ilbiriqsi, oo socotay seddex saacadood iyo 90 daqiiqo.
Awoodaha Sleeter ee horumarka kala qaybsanaanta maqalka sida mashruuca isha furan fur unmix, wuxuu sheegay isticmaalka moodooyinka tayada sare leh ee lagu dhisay ururinta ballaaran ee faylasha dhawaaqa. Xayiraadaha xuquuqda daabacaadda awgeed, cilmi-baarayaasha barashada mishiinku waxay ku xaddidan yihiin gelitaanka faylalka muusigga ee dadweynaha ee caddaaladda ah, halka Sleeter, moodooyinka la dhisay iyadoo la adeegsanayo xogta Deezer's catalog music.
By Iyada oo la adeegsanayo Open-Unmix, aaladda Spleeter waxay u kala qaybsantaa 35% dhakhso ah marka lagu tijaabiyo CPU, waxay taageertaa faylalka MP3, waxayna soo saartaa natiijooyin muuqda oo wanaagsan moodooyinka Open-Unmix waxaa lagu tababaray ururinta 150 heesood oo kaliya).
Source: opennet.ru