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Updated: Jul 11, 2025

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Published on: December 9, 2022
Robust estimation of synchronized spontaneous otoacoustic emission via singular value decomposition and optimal
1Department of Electrical Engineering, National Tsing Hua University, Hsinchu City, 300044, Taiwanjeremy.0515@gapp.nthu.edu.tw, ywliu@ee.nthu.edu.tw.
Abstract:
We investigate matrix signal processing techniques for estimating synchronized spontaneous otoacoustic emission (OAE) in noise. Responses to repeated clicks are first stored in a matrix, and singular value decomposition is either applied in the time domain or the frequency domain after constructing a Hankel matrix at every frequency. The singular values are subject to optimal shrinkage (OS) which maximizes the signal-to-noise ratio. Human OAE data were analyzed, and the Hankel matrix method outperforms the time-domain OS method in synchronized spontaneous otoacoustic emission estimation, but not in the estimation of transient-evoked otoacoustic emission. Reasons for the performance discrepancy are discussed.
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