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2204.06322
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Production federated keyword spotting via distillation, filtering, and joint federated-centralized training
11 April 2022
Andrew Straiton Hard
Kurt Partridge
Neng Chen
S. Augenstein
Aishanee Shah
H. Park
Alex Park
Sara Ng
Jessica Nguyen
Ignacio López Moreno
Rajiv Mathews
F. Beaufays
FedML
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Papers citing
"Production federated keyword spotting via distillation, filtering, and joint federated-centralized training"
10 / 10 papers shown
Title
Federated Learning in Practice: Reflections and Projections
Katharine Daly
Hubert Eichner
Peter Kairouz
H. B. McMahan
Daniel Ramage
Zheng Xu
FedML
53
5
0
11 Oct 2024
Federated Distillation: A Survey
Lin Li
Jianping Gou
Baosheng Yu
Lan Du
Zhang Yiand Dacheng Tao
DD
FedML
51
4
0
02 Apr 2024
Training Machine Learning models at the Edge: A Survey
Aymen Rayane Khouas
Mohamed Reda Bouadjenek
Hakim Hacid
Sunil Aryal
29
10
0
05 Mar 2024
Federated Self-Learning with Weak Supervision for Speech Recognition
Milind Rao
Gopinath Chennupati
Gautam Tiwari
Anit Kumar Sahu
A. Raju
Ariya Rastrow
J. Droppo
21
3
0
21 Jun 2023
Locale Encoding For Scalable Multilingual Keyword Spotting Models
Pai Zhu
H. Park
Alex Park
Angelo Scorza Scarpati
Ignacio López Moreno
11
4
0
25 Feb 2023
Speech Privacy Leakage from Shared Gradients in Distributed Learning
Zhuohang Li
Jiaxin Zhang
Jian-Dong Liu
FedML
14
1
0
21 Feb 2023
Federated Learning for ASR based on Wav2vec 2.0
Tuan Nguyen
Salima Mdhaffar
N. Tomashenko
J. Bonastre
Yannick Esteve
FedML
34
10
0
20 Feb 2023
A Review of Speech-centric Trustworthy Machine Learning: Privacy, Safety, and Fairness
Tiantian Feng
Rajat Hebbar
Nicholas Mehlman
Xuan Shi
Aditya Kommineni
and Shrikanth Narayanan
35
31
0
18 Dec 2022
Mixed Federated Learning: Joint Decentralized and Centralized Learning
S. Augenstein
Andrew Straiton Hard
Lin Ning
K. Singhal
Satyen Kale
Kurt Partridge
Rajiv Mathews
FedML
17
8
0
26 May 2022
Large-scale ASR Domain Adaptation using Self- and Semi-supervised Learning
DongSeon Hwang
Ananya Misra
Zhouyuan Huo
Nikhil Siddhartha
Shefali Garg
David Qiu
K. Sim
Trevor Strohman
F. Beaufays
Yanzhang He
55
34
0
01 Oct 2021
1