Performance Optimization of GCC-PHAT for Delay and Polarity Correction under Real World Conditions
×
Cite This
Citation & Abstract
N. Jillings, A. Clifford, and JO. D.. Reiss, "Performance Optimization of GCC-PHAT for Delay and Polarity Correction under Real World Conditions," Paper 8852, (2013 May.). doi:
N. Jillings, A. Clifford, and JO. D.. Reiss, "Performance Optimization of GCC-PHAT for Delay and Polarity Correction under Real World Conditions," Paper 8852, (2013 May.). doi:
Abstract: When coherent audio streams are summed, delays can cause comb filtering and polarity inversion can result in cancellation. The GCC-PHAT algorithm is a popular method for detecting (and hence correcting) the delay. This paper explores the performance of the Generalized Cross Correlation with Phase Transform (GCC-PHAT) for delay and polarity correction, under a variety of different conditions and parameter settings, and offers various optimizations for those conditions. In particular, we investigated the performance for moving sources, background noise, and reverberation. We consider the effect of varying the size of the Fourier Transform when performing GCC-PHAT. In addition to accuracy, computational efficiency and latency were also used as metrics of performance.
@article{jillings2013performance,
author={jillings, nicholas and clifford, alice and reiss, joshua d.},
journal={journal of the audio engineering society},
title={performance optimization of gcc-phat for delay and polarity correction under real world conditions},
year={2013},
volume={},
number={},
pages={},
doi={},
month={may},}
@article{jillings2013performance,
author={jillings, nicholas and clifford, alice and reiss, joshua d.},
journal={journal of the audio engineering society},
title={performance optimization of gcc-phat for delay and polarity correction under real world conditions},
year={2013},
volume={},
number={},
pages={},
doi={},
month={may},
abstract={when coherent audio streams are summed, delays can cause comb filtering and polarity inversion can result in cancellation. the gcc-phat algorithm is a popular method for detecting (and hence correcting) the delay. this paper explores the performance of the generalized cross correlation with phase transform (gcc-phat) for delay and polarity correction, under a variety of different conditions and parameter settings, and offers various optimizations for those conditions. in particular, we investigated the performance for moving sources, background noise, and reverberation. we consider the effect of varying the size of the fourier transform when performing gcc-phat. in addition to accuracy, computational efficiency and latency were also used as metrics of performance.},}
TY - paper
TI - Performance Optimization of GCC-PHAT for Delay and Polarity Correction under Real World Conditions
SP -
EP -
AU - Jillings, Nicholas
AU - Clifford, Alice
AU - Reiss, Joshua D.
PY - 2013
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2013
TY - paper
TI - Performance Optimization of GCC-PHAT for Delay and Polarity Correction under Real World Conditions
SP -
EP -
AU - Jillings, Nicholas
AU - Clifford, Alice
AU - Reiss, Joshua D.
PY - 2013
JO - Journal of the Audio Engineering Society
IS -
VO -
VL -
Y1 - May 2013
AB - When coherent audio streams are summed, delays can cause comb filtering and polarity inversion can result in cancellation. The GCC-PHAT algorithm is a popular method for detecting (and hence correcting) the delay. This paper explores the performance of the Generalized Cross Correlation with Phase Transform (GCC-PHAT) for delay and polarity correction, under a variety of different conditions and parameter settings, and offers various optimizations for those conditions. In particular, we investigated the performance for moving sources, background noise, and reverberation. We consider the effect of varying the size of the Fourier Transform when performing GCC-PHAT. In addition to accuracy, computational efficiency and latency were also used as metrics of performance.
When coherent audio streams are summed, delays can cause comb filtering and polarity inversion can result in cancellation. The GCC-PHAT algorithm is a popular method for detecting (and hence correcting) the delay. This paper explores the performance of the Generalized Cross Correlation with Phase Transform (GCC-PHAT) for delay and polarity correction, under a variety of different conditions and parameter settings, and offers various optimizations for those conditions. In particular, we investigated the performance for moving sources, background noise, and reverberation. We consider the effect of varying the size of the Fourier Transform when performing GCC-PHAT. In addition to accuracy, computational efficiency and latency were also used as metrics of performance.
Authors:
Jillings, Nicholas; Clifford, Alice; Reiss, Joshua D.
Affiliation:
Queen Mary University of London, London, UK
AES Convention:
134 (May 2013)
Paper Number:
8852
Publication Date:
May 4, 2013Import into BibTeX
Subject:
Audio Processing and Semantics
Permalink:
http://www.aes.org/e-lib/browse.cfm?elib=16753