Accurate adaptive filtering in square-root Hann windowed short-time fourier transform domain
Title | Accurate adaptive filtering in square-root Hann windowed short-time fourier transform domain |
Publication Type | Conference Paper |
Year of Publication | 2014 |
Authors | Shimauchi, S., Ohmuro, H. |
Conference Name | Acoustics, Speech and Signal Processing (ICASSP), 2014 IEEE International Conference on |
Date Published | May |
Keywords | accurate adaptive filtering, acoustic echo cancellation, Acoustics, adaptive filters, audio signal processing, convolution, Discrete Fourier transforms, echo suppression, Fourier transforms, frequency-domain analysis, linear convolution, noise reduction, nonlinear filters, nonlinear post filters, prototype filter, Prototypes, residual echo, short-time Fourier transform, Speech, speech processing, square-root Hann window, square-root Hann windowed STFT domain |
Abstract | A novel short-time Fourier transform (STFT) domain adaptive filtering scheme is proposed that can be easily combined with nonlinear post filters such as residual echo or noise reduction in acoustic echo cancellation. Unlike normal STFT subband adaptive filters, which suffers from aliasing artifacts due to its poor prototype filter, our scheme achieves good accuracy by exploiting the relationship between the linear convolution and the poor prototype filter, i.e., the STFT window function. The effectiveness of our scheme was confirmed through the results of simulations conducted to compare it with conventional methods. |
URL | http://ieeexplore.ieee.org/document/6853808/ |
DOI | 10.1109/ICASSP.2014.6853808 |
Citation Key | 6853808 |
- noise reduction
- square-root Hann windowed STFT domain
- square-root Hann window
- speech processing
- Speech
- short-time Fourier transform
- residual echo
- Prototypes
- prototype filter
- nonlinear post filters
- nonlinear filters
- accurate adaptive filtering
- linear convolution
- frequency-domain analysis
- Fourier transforms
- echo suppression
- Discrete Fourier transforms
- convolution
- audio signal processing
- adaptive filters
- Acoustics
- acoustic echo cancellation