Mazkur maqolada audio signallarda mavjud bo'lgan shovqinni bartaraf qilishning zamonaviy usullari, xususan, chuqur o'rganishga asoslangan Long Short-Term Memory (LSTM) algoritmidan foydalanish imkoniyatlari tadqiq qilingan. Audio datasetlar yordamida amalga oshirilgan eksperimentlar asosida LSTM algoritmining samaradorligi an’anaviy filtrlar bilan solishtirib baholandi. Tadqiqot natijalari LSTM algoritmi shovqinni samarali bartaraf etishda yuqori aniqlik va barqaror natijalar ko'rsatishini tasdiqladi. Olingan natijalar audio signalni qayta ishlashda neyron tarmoqlarni qo'llash istiqbollarini kengaytiradi.
LEGAL REVIEW Serrano García, Eugenio. “Estados Unidos en Europa: ¿compromiso de verdad o repliegue disfrazado?” Boletín CODESEL, vol. 2, no. 10, August 2026, ISSN-e: 3045-7750. Review The future of the transatlantic relationship has become one of…
LEGAL REVIEW Castro Milla, José Manuel. “Análisis técnico-jurídico de las posibilidades de la Artillería Antiaérea ante la Amenaza de los sUAS.” Boletín CODESEL, vol. 2, no. 10, August 2026, ISSN-e: 3045-7750. Review Fe…
Modern fiber-optic communication lines are the fundamental basis of digital infrastructure, however, their operation is associated with growing requirements for reliability, bandwidth and protection from physical and cyber threats, which makes traditional threshold and statistica…
Rural farmers encounter issues regarding market access, crop advisory services, and safe use of pesticides, which results in lower income and productivity. The authors propose the design and evaluation of a smart digital platform for a rural emarketplace with an integrated AI-pow…
Student mental health difficulties such as stress, anxiety, depression and poor sleep frequently go unnoticed until they have already affected attendance, grades and personal wellbeing, because traditional counselling depends on a student voluntarily seeking help. This paper pres…
This paper presents the design and block-level simulation of a 16-bit Successive Approximation Register (SAR) Analog-to-Digital Converter (ADC) implemented in the 180 nm CMOS Process Design Kit (PDK) of the Semiconductor Laboratory (SCL), India, using Cadence Virtuoso with the Sp…