DeepBach, huchenjeri hutsva hwekugadzira hunogona kunyora mimhanzi yechinyakare

YakadzikaBach ndiro zita ravakabhabhatidza naro mumarabhoritari ekutsvaga e SonyCSL kune yake yazvino yehunyanzvi, yekunyepedzera huchenjeri system iyo yanga ichishandiswa kwemwedzi yakati wandei kukwanisa kunyora choral cantatas mune yakachena Bach maitiro. Pasina kupokana, isu tiri kutarisana nevemberi nyowani isingaite chero chinhu kunze kwekutsigira hukuru hukuru hunogona kuve nehungwaru hwekugadzira nhasi.

Sezvo ivo vakataura kuburikidza negwaro vese Francois pachet Chemhondoro Gaetan Aive naMujeres, inokonzeresa chirongwa ichi, isu takatarisana neyemambure network iyo yakadzidziswa uchishandisa hunyanzvi hwe machine learning. Kune izvi, yakapihwa isina asingasviki makumi matatu nemashanu emakorari akaumbwa neBach ayo anozoendeswa kune mamwe matoni mukati meiyo yakatsanangurwa renji renji, nokudaro ichikwanisa kugadzira isingasviki 352 makorari.

DeepBach, yekunyepedzera njere sisitimu inokwanisa kuita nyanzvi muimbi kupokana.

Kunze kweichi chose chiyero cheruzivo, iyo 80% yacho yakashandiswa kuitira kuti neural network pachayo inokwanisa kuona zvinoenderana apo vakasara 20% inoshandiswa senzira yekusimbisa. Kutenda kune rese basa iri, DeepBach ikozvino yave kukwanisa kunyora nziyo pachayo izvo, kunze kwekunge uine nzeve yakanyatsodzidziswa uye uchiziva zvechokwadi kana runyorwa ruri naBach kana kwete, vanogona kukunyengera.

Mune bvunzo dzakaitwa, avo vanoona nezve DeepBach vakasarudza kugadzira chishandiso chingaratidza zviviri zvinoenderana nerwiyo rwumwe chete kuitira kuti boka revashandisi rigone kuona kuti nderipi pakati pevaviri rairira saBach. Boka rakasarudzirwa bvunzo raisanganisira vanhu chiuru nemazana matanhatu avo mazana mana vaive vaimbi vane hunyanzvi uye vadzidzi. Mhedzisiro yacho yaive iyo vanopfuura hafu yevanhu vari muchidzidzo vakafunga kuti mimhanzi ye DeepBach yaive nziyo yeBach.

Mamwe Mashoko: with