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Berdiyev Alisher Alikulovich

2 papers indexed

zenodoJournal article2025-07-01

NOISE SUPPRESSION USING DEEP LEARNING (DL) FOR REAL-TIME SPEECH ENHANCEMENT

Khudayberganov Jurabek Davlatboyevich, Berdiyev Alisher Alikulovich

This paper presents a deep learning-based approach to noise suppression in speech signals, comparing convolutional neural networks and recurrent architectures. Inspired by the SEGAN model, a fully convolutional network with residual connections is developed and opt…

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zenodoJournal article2025-07-01

AUDIO MA'LUMOT DATASETLARI YORDAMIDA SUN'IY NEYRON TARMOQLAR ASOSIDA SHOVQINNI BARTARAF ETISHNING ZAMONAVIY USULLARI (LSTM ALGORITMI MISOLIDA)

Xudayberganov Jo'rabek Davlatboyevich, Berdiyev Alisher Alikulovich

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 oshiril…

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