KATTA HAJMLI MA’LUMOTLARDAN OVOZLI XABARLARNI AJRATIB OLISHDA PARALLEL HISOBLASH ALGORITMLARI VA UNING DASTURIY MAJMUASINI ISHLAB CHIQISH

Yulduz Jummayeva

GREEN ECONOMY AND DEVELOPMENT, 2025, vol. 3, issue 10

Abstract: Ushbu maqolada katta hajmli ma’lumotlardan ovozli xabarlarni ajratib olish masalasi ko‘rib chiqiladi. So‘nggiyillarda raqamli ma’lumotlar hajmining keskin ortishi natijasida an’anaviy ketma-ket hisoblash usullari samaradorliginiyo‘qotmoqda. Shu sababli, maqolada parallel hisoblash texnologiyalariga asoslangan yondashuv taklif etiladi. Taklifetilgan algoritm ovozli ma’lumotlar oqimini tezkor qayta ishlash, shovqindan tozalash va nutq segmentlarini ajratib olishimkonini beradi. Bunda MapReduce, CUDA va Dask kabi parallel hisoblash modellaridan foydalanilgan. Mazkur tadqiqotsun’iy intellekt, nutqni aniqlash, media ma’lumotlarni qayta ishlash hamda Big Data tizimlarida qo‘llash uchun amaliyahamiyatga ega.

Keywords: Parallel hisoblash; katta hajmli ma’lumotlar; ovozli xabarlarni ajratib olish; MapReduce; CUDA; Big Data; algoritm; dasturiy majmua (search for similar items in EconPapers)
Date: 2025
References: Add references at CitEc
Citations:

Downloads: (external link)
https://yashil-iqtisodiyot-taraqqiyot.uz/journal/index.php/GED/article/view/7367 Abstract page (text/html)
https://yashil-iqtisodiyot-taraqqiyot.uz/journal/i ... e/download/7367/5597 Full text (application/pdf)

Related works:
This item may be available elsewhere in EconPapers: Search for items with the same title.

Export reference: BibTeX RIS (EndNote, ProCite, RefMan) HTML/Text

Persistent link: https://EconPapers.repec.org/RePEc:teu:ged000:v:3:y:2025:i:10:id:7367

DOI: 10.5281/zenodo.17439211

Access Statistics for this article

More articles in GREEN ECONOMY AND DEVELOPMENT from "Ma'rifat-Print-Media" LLC, Tashkent State University of Economics
Bibliographic data for series maintained by Xayrulla ().