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This paper proposes a novel frame loss concealment technique for higher order ambisonics (HOA) audio signals. It is designed to overcome the challenge of interpolating lost frames of HOA data and recover a close approximation of the original data without significantly impacting it’s localization. The underlying idea uses two techniques. The first is cascaded long term prediction, a technique which uses a cascade of long-term prediction filters to capture periodic components of music signals, to predict the lost frame’s ambisonics channels, in the SVD domain, from the periodic components of the past and future frames. Additionally, spherical linear interpolation of the SVD basis vectors is used to accurately reconstruct the spatialization of the lost frame. Objective and subjective evaluations show this method to be superior in accurately reconstructing lost frames to cascaded long term prediction being applied directly to the ambisonics signal.
Author (s): Namazi, Mahmoud;
Elshafiy, Ahmed;
Rose, Kenneth;
Affiliation:
University of California, Santa Barbara; University of California, Santa Barbara; University of California, Santa Barbara
(See document for exact affiliation information.)
AES Convention: 155
Paper Number:174
Publication Date:
2023-10-06
Session subject:
Immersive & Spatial Audio
DOI:
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Namazi, Mahmoud; Elshafiy, Ahmed; Rose, Kenneth; 2023; SVD-Domain Basis Vector Interpolation and Bidirectional Cascaded Long Term Prediction for Frame Loss Concealment in Higher Order Ambisonics Signals [PDF]; University of California, Santa Barbara; University of California, Santa Barbara; University of California, Santa Barbara; Paper 174; Available from: https://aes.org/publications/elibrary-page/?id=22328
Namazi, Mahmoud; Elshafiy, Ahmed; Rose, Kenneth; SVD-Domain Basis Vector Interpolation and Bidirectional Cascaded Long Term Prediction for Frame Loss Concealment in Higher Order Ambisonics Signals [PDF]; University of California, Santa Barbara; University of California, Santa Barbara; University of California, Santa Barbara; Paper 174; 2023 Available: https://aes.org/publications/elibrary-page/?id=22328
@inproceedings{Namazi2023svd-domain,
title={{SVD-Domain Basis Vector Interpolation and Bidirectional Cascaded Long Term Prediction for Frame Loss Concealment in Higher Order Ambisonics Signals}},
author={Namazi, Mahmoud and Elshafiy, Ahmed and Rose, Kenneth},
year={2023},
month={oct},
booktitle={Journal of the Audio Engineering Society},
publisher={Express Paper 174; AES Convention 155; October 2023},
number={174},
organization={AES},
}
TY – paper
TI – SVD-Domain Basis Vector Interpolation and Bidirectional Cascaded Long Term Prediction for Frame Loss Concealment in Higher Order Ambisonics Signals
AU – Namazi, Mahmoud
AU – Elshafiy, Ahmed
AU – Rose, Kenneth
PY – 2023
JO – Journal of the Audio Engineering Society
VL – 174
Y1 – October 2023
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