TASLP
2016
8 years 8 months ago
2016
—Source localization and enhancement are often treated separately in the array processing literature. One can apply Steered Response Power (SRP) localization to determine the sou...
TASLP
2016
8 years 8 months ago
2016
—In this paper, we propose the regression-based packet loss concealment (PLC) for digital speech transmission by using deep neural networks (DNNs) with a multiple-layer deep arch...
TASLP
2016
8 years 8 months ago
2016
—Differential beamforming is one of the most popular beamforming approaches, which has the great potential to form frequency-invariant directivity patterns. In this paper, we stu...
TASLP
2016
8 years 8 months ago
2016
—We propose a unified approach to automatic foreign accent recognition. It takes advantage of recent technology advances in both linguistics and acoustics based modeling techniq...
TASLP
2016
8 years 8 months ago
2016
—Voice activity detection (VAD) is an important topic in audio signal processing. Contextual information is important for improving the performance of VAD at low signal-to-noise ...
TASLP
2016
8 years 8 months ago
2016
—We propose an audio fingerprinting method that adapts findings from the field of blind astrometry to define simple, efficiently representable characteristic feature combina...
TASLP
2016
8 years 8 months ago
2016
Abstract—This paper presents a parametric Bayesian approach to the statistical analysis of phoneme confusion matrices measured for groups of individual listeners in one or more t...
TASLP
2016
8 years 8 months ago
2016
—We propose a fast speech analysis method which simultaneously performs high-resolution voiced/unvoiced detection (VUD) and accurate estimation of glottal closure and glottal ope...
TASLP
2016
8 years 8 months ago
2016
—Speech separation systems usually operate on the short-time Fourier transform (STFT) of noisy speech, and enhance only the magnitude spectrum while leaving the phase spectrum un...
TASLP
2016
8 years 8 months ago
2016
—Unseen noise estimation is a key yet challenging step to make a speech enhancement algorithm work in adverse environments. At worst, the only prior knowledge we know about the e...