Al-Farg'oniy avlodlari (The descendants of Al-Fargani)
Published December 25, 2024 | Version v2
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KLASTERLASH USULLARI YORDAMIDA NUTQNI AVTOMATIK SEGMENTATSIYALASH

Creators

  • 1. Raqamli texnologiyalar va sunʼiy intellektni rivojlantirish ilmiy-tadqiqot instituti tayanch doktoranti

Description

Ushbu ishda nutq signalini avtomatik segmentatsiya qilishda zamonaviy klasterizatsiya algoritmlarining samaradorligi tahlil qilingan. K-means, noaniq c-means va DBSCAN algoritmlari asosida olingan segmentatsiya usullari qo'llanilib, ushbu usullar yordamida so'zlarning vaqt chegaralari aniqlangan. Olingan natijalar avtomatik nutqni qayta ishlashda ushbu algoritmlarning samaradorligini tasdiqlaydi. Shuningdek, ishda so'zlarning aniq chegaralarini aniqlash yondashuvi tasvirlangan. Olingan natijalar nutq signalini segmentatsiyalashning boshqa usullari bilan taqqoslandi.

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