Unsupervised data selection for Speech Recognition with contrastive loss
ratios

Unsupervised data selection for Speech Recognition with contrastive loss ratios

25 July 2022

Thomas Hain

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Papers citing "Unsupervised data selection for Speech Recognition with contrastive loss ratios"

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Title
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 133 275 0 24 May 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Wei-Ning Hsu Anuroop Sriram Alexei Baevski Tatiana Likhomanenko Qiantong Xu ... Jacob Kahn Ann Lee R. Collobert Gabriel Synnaeve Michael Auli SSL 82 241 0 02 Apr 2021
Confidence Estimation for Attention-based Sequence-to-sequence Models for Speech Recognition Qiujia Li David Qiu Yu Zhang Yue Liu Yanzhang He P. Woodland Liangliang Cao Trevor Strohman 32 49 0 22 Oct 2020
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition Yu Zhang James Qin Daniel S. Park Wei Han Chung-Cheng Chiu Ruoming Pang Quoc V. Le Yonghui Wu VLM SSL 221 310 0 20 Oct 2020
Selection via Proxy: Efficient Data Selection for Deep Learning Cody Coleman Christopher Yeh Stephen Mussmann Baharan Mirzasoleiman Peter Bailis Percy Liang J. Leskovec Matei A. Zaharia 114 350 0 26 Jun 2019
Lessons from Building Acoustic Models with a Million Hours of Speech S. Parthasarathi N. Strom 78 88 0 02 Apr 2019
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 356 10,369 0 10 Jul 2018
The USFD Spoken Language Translation System for IWSLT 2014 Raymond W. M. Ng Mortaza Doulaty R. Doddipatla Wilker Aziz Kashif Shah Oscar Saz-Torralba Madina Hasan Ghada Alharbi Lucia Specia Thomas Hain 26 11 0 13 Sep 2015
Data-selective Transfer Learning for Multi-Domain Speech Recognition Mortaza Doulaty Oscar Saz-Torralba Thomas Hain 44 20 0 08 Sep 2015
Parallel training of DNNs with Natural Gradient and Parameter Averaging Daniel Povey Xiaohui Zhang Sanjeev Khudanpur FedML 101 251 0 27 Oct 2014