Sayaka Shiota

Sayaka Shiota

Tokyo Metropolitan University

H-index: 18

Asia-Japan

About Sayaka Shiota

Sayaka Shiota, With an exceptional h-index of 18 and a recent h-index of 16 (since 2020), a distinguished researcher at Tokyo Metropolitan University, specializes in the field of Speech recognition, Speaker verification, Anti-spoofing, Signal processing.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense

Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer

A Random Ensemble of Encrypted models for Enhancing Robustness against Adversarial Examples

Enhanced Security with Encrypted Vision Transformer in Federated Learning

Yodas: Youtube-Oriented Dataset for Audio and Speech

自己教師あり学習に基づく話者照合における言語性の影響

Vocal Tract Length Perturbation-based Pseudo-Speaker Augmentation for Speaker Embedding Learning

Missing Data Completion of Multi-channel Signals Using Autoencoder for Acoustic Scene Classification

Sayaka Shiota Information

University

Position

___

Citations(all)

1097

Citations(since 2020)

826

Cited By

509

hIndex(all)

18

hIndex(since 2020)

16

i10Index(all)

31

i10Index(since 2020)

24

Email

University Profile Page

Tokyo Metropolitan University

Google Scholar

View Google Scholar Profile

Sayaka Shiota Skills & Research Interests

Speech recognition

Speaker verification

Anti-spoofing

Signal processing

Top articles of Sayaka Shiota

Title

Journal

Author(s)

Publication Date

A Random Ensemble of Encrypted Vision Transformers for Adversarially Robust Defense

arXiv preprint arXiv:2402.07183

Ryota Iijima

Sayaka Shiota

Hitoshi Kiya

2024/2/11

Efficient Fine-Tuning with Domain Adaptation for Privacy-Preserving Vision Transformer

arXiv preprint arXiv:2401.05126

Teru Nagamori

Sayaka Shiota

Hitoshi Kiya

2024/1/10

A Random Ensemble of Encrypted models for Enhancing Robustness against Adversarial Examples

arXiv preprint arXiv:2401.02633

Ryota Iijima

Sayaka Shiota

Hitoshi Kiya

2024/1/5

Enhanced Security with Encrypted Vision Transformer in Federated Learning

Aso Rei

Shiota Sayaka

Kiya Hitoshi

2023/10/10

Yodas: Youtube-Oriented Dataset for Audio and Speech

Xinjian Li

Shinnosuke Takamichi

Takaaki Saeki

William Chen

Sayaka Shiota

...

2023/12/16

自己教師あり学習に基づく話者照合における言語性の影響

研究報告音声言語情報処理 (SLP)

Tomoka Wakamatsu

Atsushi Ando

Sayaka Shiota

Ryo Masumura

Hitoshi Kiya

2023/2/21

Vocal Tract Length Perturbation-based Pseudo-Speaker Augmentation for Speaker Embedding Learning

Tomoka Wakamatsu

Sayaka Shiota

Hitoshi Kiya

2023/10/31

Missing Data Completion of Multi-channel Signals Using Autoencoder for Acoustic Scene Classification

APSIPA Transactions on Signal and Information Processing

Yuki Shiroma

Yuma Kinoshita

Keisuke Imoto

Sayaka Shiota

Nobutaka Ono

...

2023

Domain Adaptation for Efficiently Fine-tuning Vision Transformer with Encrypted Images

Teru Nagamori

Sayaka Shiota

Hitoshi Kiya

2023/10/31

Enhanced security against adversarial examples using a random ensemble of encrypted vision transformer models

Ryota Iijima

Miki Tanaka

Sayaka Shiota

Hitoshi Kiya

2023/10/10

A privacy-preserving method using secret key for convolutional neural network-based speech classification

Shoko Niwa

Sayaka Shiota

Hitoshi Kiya

2023/9/4

Lightweight and irreversible speech pseudonymization based on data-driven optimization of cascaded voice modification modules

Computer Speech & Language

Hiroto Kai

Shinnosuke Takamichi

Sayaka Shiota

Hitoshi Kiya

2022/3/1

Missing data recovery using autoencoder for multi-channel acoustic scene classification

Yuki Shiroma

Yuma Kinoshita

Keisuke Imoto

Sayaka Shiota

Nobutaka Ono

...

2022/8/29

An overview of compressible and learnable image transformation with secret key and its applications

Hitoshi Kiya

April Pyone Maung Maung

Yuma Kinoshita

Shoko Imaizumi

Sayaka Shiota

2022/1/26

N-white balancing: White balancing for multiple illuminants including non-uniform illumination

IEEE Access

Teruaki Akazawa

Yuma Kinoshita

Sayaka Shiota

Hitoshi Kiya

2022/8/19

Robustness of Signal Processing-Based Pseudonymization Method Against Decryption Attack.

Hiroto Kai

Shinnosuke Takamichi

Sayaka Shiota

Hitoshi Kiya

2022

Access control of semantic segmentation models using encrypted feature maps

APSIPA Transactions on Signal and Information Processing

Hiroki Ito

MaungMaung AprilPyone

Sayaka Shiota

Hitoshi Kiya

2022/6/11

Dialect-aware Semi-supervised Learning for End-to-End Multi-dialect Speech Recognition

Sayaka Shiota

Ryo Imaizumi

Ryo Masumura

Hitoshi Kiya

2022/11/7

Adversarial detector with robust classifier

Takayuki Osakabe

Maungmaung Aprilpyone

Sayaka Shiota

Hitoshi Kiya

2022/3/7

End-to-end japanese multi-dialect speech recognition and dialect identification with multi-task learning

APSIPA Transactions on Signal and Information Processing

Ryo Imaizumi

Ryo Masumura

Sayaka Shiota

Hitoshi Kiya

2022/3

See List of Professors in Sayaka Shiota University(Tokyo Metropolitan University)

Co-Authors

H-index: 74
Shinji Watanabe

Shinji Watanabe

Carnegie Mellon University

H-index: 61
Keiichi Tokuda

Keiichi Tokuda

Nagoya Institute of Technology

H-index: 42
Nobutaka Ono

Nobutaka Ono

Tokyo Metropolitan University

H-index: 40
Hitoshi Kiya

Hitoshi Kiya

Tokyo Metropolitan University

H-index: 26
Akinobu Lee

Akinobu Lee

Nagoya Institute of Technology

H-index: 17
Kei Hashimoto

Kei Hashimoto

Nagoya Institute of Technology

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