Single-Channel Speech Enhancement Using Double Spectrum

TitleSingle-Channel Speech Enhancement Using Double Spectrum
Publication TypeConference Paper
Year of Publication2016
AuthorsBlass, M., Mowlaee P., & Kleijn B.
Conference NameINTERSPEECH
Pages1740-1744
Abstract

Single-channel speech enhancement is often formulated in the Short-Time Fourier Transform (STFT) domain. As an alternative, several previous studies have reported advantages of speech processing using pitch-synchronous analysis and filtering in the modulation transform domain. We propose to
use the Double Spectrum (DS) obtained by combining pitch-synchronous transform followed by modulation transform. The linearity and sparseness properties of DS domain are beneficial
for single-channel speech enhancement. The effectiveness of the proposed DS-based speech enhancement is demonstrated by comparing it with STFT-based and modulation-based benchmarks.
In contrast to the benchmark methods, the proposed method does not exploit any statistical information nor does it use temporal smoothing. The proposed method leads to an improvement
of 0.3 PESQ on average for babble noise.

URLhttp://www2.spsc.tugraz.at/people/pmowlaee/DS.html
Citation Key3408
Refereed DesignationRefereed
SPSC cross-references
Research Area: