A Real-Time Speech Enhancement Processor for Hearing Aids in 28-nm CMOS

Speech enhancement (SE) plays a key role in many audio-related applications by removing noise and enhancing the quality of human voice. Recent deep learning-based approaches provide high-quality SE, but real-time processing of those algorithms is challenging in resource-constrained devices due to hi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	IEEE journal of solid-state circuits 2024-09, p.1-14
Hauptverfasser:	Park, Sungjin, Lee, Sunwoo, Park, Jeongwoo, Choi, Hyeong-Seok, Lee, Kyogu, Jeon, Dongsuk
Format:	Artikel
Sprache:	eng
Schlagworte:	Computational modeling Convolution Decoding Digital hearing aids Hearing aids multiplier-less processing element (PE) neural network processor Neural networks Optimization Real-time systems reconfigurable architecture speech enhancement (SE)
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!