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Ear acoustic authentication is a biometric authentication technology that recognizes the acoustic characteristics of the ear canal to authenticate users. However, compared to fingerprints, ear acoustic authentication has not been studied sufficiently with regards to the individuality of the acoustic characteristics of the ear canal. Therefore, a study on the visualization of ear canal acoustic characteristic differences using t-distributed stochastic neighbor embedding (t-SNE) which expresses the similarity in high-dimensional space and estimates the similarity in low-dimensional space, was conducted.
Author (s): Ominato, Rei;
Yano, Shohei;
Wakui, Naoki;
Wakui, Naoki;
Takamichi, Shinnosuke;
Affiliation:
NIT, Nagaoka College; NIT, Nagaoka College; NIT, Nagaoka College; The University of Tokyo
(See document for exact affiliation information.)
AES Convention: 148
Paper Number:10350
Publication Date:
2020-05-06
Session subject:
Applications
DOI:
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Ominato, Rei; Yano, Shohei; Wakui, Naoki; Wakui, Naoki; Takamichi, Shinnosuke; 2020; Visualization of differences in ear acoustic characteristics using t-SNE [PDF]; NIT, Nagaoka College; NIT, Nagaoka College; NIT, Nagaoka College; The University of Tokyo; Paper 10350; Available from: https://aes.org/publications/elibrary-page/?id=20767
Ominato, Rei; Yano, Shohei; Wakui, Naoki; Wakui, Naoki; Takamichi, Shinnosuke; Visualization of differences in ear acoustic characteristics using t-SNE [PDF]; NIT, Nagaoka College; NIT, Nagaoka College; NIT, Nagaoka College; The University of Tokyo; Paper 10350; 2020 Available: https://aes.org/publications/elibrary-page/?id=20767
@inproceedings{Ominato2020visualization,
title={{Visualization of differences in ear acoustic characteristics using t-SNE}},
author={Ominato, Rei and Yano, Shohei and Wakui, Naoki and Wakui, Naoki and Takamichi, Shinnosuke},
year={2020},
month={may},
booktitle={Journal of the Audio Engineering Society},
publisher={Paper 10350; AES Convention 148; May 2020},
number={10350},
organization={AES},
}
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