BO‘SAG‘AVIY KVADRATIK DISKRIMINANT FUNKSIYAGA ASOSLANGAN OVOZNI IDENTIFIKATSIYALASH ALGORITMINI BAHOLASH MEZONLARI
Qabul qilingan: 2026-05-29
Nashr etilgan: 2026-06-06
Annotatsiya
Ushbu maqolada ovoz asosida so‘zlovchini tanib olishda qo‘llaniladigan bo‘sag‘aviy kvadratik diskriminant funksiyaga asoslangan algoritm samaradorligini baholash mezonlari ko‘rib chiqiladi. Modelda ovoz signalidan ajratib olingan bitta informativ belgi asosida har bir so‘zlovchi uchun qabul qilish intervali aniqlanadi hamda tekshirilayotgan ovoz namunasi ushbu intervalga muvofiqligiga qarab qabul qilinadi yoki rad etiladi. Maqolada algoritmning umumiy aniqligi, yolg‘on qabul qilish darajasi, yolg‘on rad etish darajasi va umumiy xatolik darajasini hisoblash formulalari keltirilgan. Shuningdek, qabul qilish intervalini belgilovchi λ parametrining FAR va FRR ko‘rsatkichlariga ta’siri tahlil qilingan.
Kalit so‘zlar
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