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An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling
  to Differential Privacy Preserving Speech Recognition

An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition

12 October 2022
Chao-Han Huck Yang
Jun Qi
Sabato Marco Siniscalchi
Chin-Hui Lee
ArXivPDFHTML

Papers citing "An Ensemble Teacher-Student Learning Approach with Poisson Sub-sampling to Differential Privacy Preserving Speech Recognition"

4 / 4 papers shown
Title
An Experimental Study on Private Aggregation of Teacher Ensemble
  Learning for End-to-End Speech Recognition
An Experimental Study on Private Aggregation of Teacher Ensemble Learning for End-to-End Speech Recognition
Chao-Han Huck Yang
I-Fan Chen
A. Stolcke
Sabato Marco Siniscalchi
Chin-Hui Lee
22
2
0
11 Oct 2022
In Differential Privacy, There is Truth: On Vote Leakage in Ensemble
  Private Learning
In Differential Privacy, There is Truth: On Vote Leakage in Ensemble Private Learning
Jiaqi Wang
R. Schuster
Ilia Shumailov
David Lie
Nicolas Papernot
FedML
22
3
0
22 Sep 2022
Consistent Training and Decoding For End-to-end Speech Recognition Using
  Lattice-free MMI
Consistent Training and Decoding For End-to-end Speech Recognition Using Lattice-free MMI
Jinchuan Tian
Jianwei Yu
Chao Weng
Shi-Xiong Zhang
Dan Su
Dong Yu
Yuexian Zou
AuLLM
37
13
0
05 Dec 2021
Membership Inference Attacks Against Self-supervised Speech Models
Membership Inference Attacks Against Self-supervised Speech Models
Wei-Cheng Tseng
Wei-Tsung Kao
Hung-yi Lee
30
14
0
09 Nov 2021
1