Giovanni Motta

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Dhruv Guliani

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Publications

2023
[c30]
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Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews:
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections Through Federated Learning. ASRU 2023: 1-7
[i9]
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  - journals/corr/abs-2310-00141
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Lillian Zhou, Yuxin Ding, Mingqing Chen, Harry Zhang, Rohit Prabhavalkar, Dhruv Guliani, Giovanni Motta, Rajiv Mathews:
The Gift of Feedback: Improving ASR Model Quality by Learning from User Corrections through Federated Learning. CoRR abs/2310.00141 (2023)
2022
[c28]
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Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays:
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. ICASSP 2022: 3658-3662
[c27]
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Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta:
Partial Variable Training for Efficient on-Device Federated Learning. ICASSP 2022: 4348-4352
[c26]
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Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta:
Enabling On-Device Training of Speech Recognition Models With Federated Dropout. ICASSP 2022: 8757-8761
2021
[c24]
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Dhruv Guliani, Françoise Beaufays, Giovanni Motta:
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. ICASSP 2021: 3080-3084
[i6]
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  - journals/corr/abs-2110-03634
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Dhruv Guliani, Lillian Zhou, Changwan Ryu, Tien-Ju Yang, Harry Zhang, Yonghui Xiao, Françoise Beaufays, Giovanni Motta:
Enabling On-Device Training of Speech Recognition Models with Federated Dropout. CoRR abs/2110.03634 (2021)
[i5]
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  - journals/corr/abs-2110-04267
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Lillian Zhou, Dhruv Guliani, Andreas Kabel, Giovanni Motta, Françoise Beaufays:
Exploring Heterogeneous Characteristics of Layers in ASR Models for More Efficient Training. CoRR abs/2110.04267 (2021)
[i4]
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  - journals/corr/abs-2110-05607
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Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays, Giovanni Motta:
Partial Variable Training for Efficient On-Device Federated Learning. CoRR abs/2110.05607 (2021)
2020
[i2]
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  - journals/corr/abs-2010-15965
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Dhruv Guliani, Françoise Beaufays, Giovanni Motta:
Training Speech Recognition Models with Federated Learning: A Quality/Cost Framework. CoRR abs/2010.15965 (2020)
2019
[c22]
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  - conf/asru/SimJMZBBGKKLZZ19
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Khe Chai Sim, Leif Johnson, Giovanni Motta, Lillian Zhou, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang:
Personalization of End-to-End Speech Recognition on Mobile Devices for Named Entities. ASRU 2019: 23-30
[i1]
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  - journals/corr/abs-1912-09251
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Khe Chai Sim, Françoise Beaufays, Arnaud Benard, Dhruv Guliani, Andreas Kabel, Nikhil Khare, Tamar Lucassen, Petr Zadrazil, Harry Zhang, Leif Johnson, Giovanni Motta, Lillian Zhou:
Personalization of End-to-end Speech Recognition On Mobile Devices For Named Entities. CoRR abs/1912.09251 (2019)

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