An efficient 18-band quasi-ANSI 1/3-octave filter bank using re-sampling method for digital hearing aids

ICASSP(2014)

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摘要
This paper presents the multirate and re-sampling techniques to realize a low-delay, 18-band quasi-ANSI filter bank for digital hearing aids, which not only achieves a rather low computation complexity without a significant increase in the latency, but reduces greatly the total computation complexity for sub-band signal processing followed by the filter bank, such as noise reduction as well as wide dynamic range compression (WDRC). Researches done in the literature all focused on how to reduce the computation complexity of the filter bank. In particular, with the efficient multirate and interpolated FIR (IFIR) approaches for a 10-ms, 18-band quasi-ANSI filter bank, approximately 93% of the multiplications are saved, compared that with a straightforward parallel FIR filters architecture. However, they did not consider the computation complexity of the sub-band signal processing. In this paper, we first investigate realizing the FIR filter bank efficiently by using the multirate re-sampling techniques. To reduce the complexity, the optimized re-sampling factor for each filter band is explored carefully. Then, with the resampling technique, an efficient multirate quasi-ANSI FIR filter bank architecture is proposed. Compare to the state-of-the-art quasi-ANSI filter bank, approximately 17.7% of multiplicative complexity is reduced further and, up to 25% of the total computation complexity for sub-band signal processing followed by the filter bank is saved, but with only a slight increase in latency, i.e. 13.6 ms.
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parallel fir filter architecture,multirate re-sampling technique,wdrc,quasiansi 1/3-octave filter bank,digital hearing aids,sub-band signal processing,ansi s1.11,filter bank,computational complexity,multirate fir approach,ifir approach,computation complexity,channel bank filters,interpolated fir approach,noise reduction,multirate quasiansi fir filter bank architecture,hearing aids,fir filter bank,multiplicative complexity,wide-dynamic range compression,low-delay 18-band quasiansi filter bank,real-time application,hearing-aids,computer architecture
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