Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF

Adaptive Noise Reduction for Sound Event Detection Using Subband-Weighted NMF

Sound event detection in real-world environments suffers from the interference of non-stationary and time-varying noise. This paper presents an adaptive noise reduction method for sound event detection based on non-negative matrix factorization (NMF). First, a scheme for noise dictionary learning fr...

Full description

Bibliographic Details
Main Authors: Qing Zhou, Zuren Feng, Emmanouil Benetos
Format: Article
Language:English
Published: MDPI AG 2019-07-01
Series:Sensors
Subjects:
sound event detection
non-stationary noise
weighted non-negative matrix factorization
source separation
Online Access:https://www.mdpi.com/1424-8220/19/14/3206

Similar Items

Similar Items