Title :
An adaptive psychoacoustic filter for broadband noise reduction in audio signals
Author :
Kauppinen, I. ; Roth, Kari
Author_Institution :
Dept. of Phys., Turku Univ., Finland
Abstract :
A novel adaptive noise reduction filter for audio signals is presented. The main aim of the method is to achieve a balanced tradeoff between noise suppression level and audible quality loss. The noise reduction is based on frequency domain processing of the low energy frequency bands. A perceptual model is applied to achieve the best quality judged by the listener. A major difference compared to conventional spectral subtraction methods, is the fact, that a prior estimate of the noise amplitude spectrum is not required in this method. This makes the proposed method well suitable for music recordings where the noise amplitude spectrum cannot be estimated.
Keywords :
adaptive filters; adaptive signal processing; audio signal processing; filtering theory; hearing; music; noise; adaptive noise reduction filter; adaptive psychoacoustic filter; audible quality loss; audio signals; broadband noise reduction; frequency domain processing; low energy frequency bands; music recordings; noise suppression; perceptual model; spectral subtraction methods; Acoustic noise; Adaptive filters; Amplitude estimation; Background noise; Frequency domain analysis; Noise level; Noise reduction; Phase noise; Psychoacoustic models; Psychology;
Conference_Titel :
Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on
Print_ISBN :
0-7803-7503-3
DOI :
10.1109/ICDSP.2002.1028250