Unsupervised Domain Adaptation for Speech Recognition via Uncertainty
Driven Self-Training

Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training

26 November 2020

Jonathan Le Roux

Papers citing "Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training"

17 / 17 papers shown

Title
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors Manuele Rusci Francesco Paci Marco Fariselli Eric Flamand Tinne Tuytelaars 30 0 0 22 Aug 2024
Test-Time Training for Speech Sri Harsha Dumpala Chandramouli Shama Sastry Sageev Oore 39 1 0 19 Sep 2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition Hanjing Zhu Dongji Gao Gaofeng Cheng Daniel Povey Pengyuan Zhang Yonghong Yan NoLa 38 4 0 12 Aug 2023
Entailment as Robust Self-Learner Jiaxin Ge Hongyin Luo Yoon Kim James R. Glass 42 3 0 26 May 2023
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution Benchmarking Fazle Rakib Souhardya Saha Dip Samiul Alam Nazia Tasnim Md. Istiak Hossain Shihab ... Farig Sadeque Sayma Sultana Chowdhury Tahsin Reasat Asif Sushmit Ahmed Imtiaz Humayun 13 6 0 15 May 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement Hu Fang Dennis Becker S. Wermter Timo Gerkmann UQCV 29 2 0 15 May 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern Greek Georgios Paraskevopoulos Theodoros Kouzelis Georgios Rouvalis Athanasios Katsamanis V. Katsouros Alexandros Potamianos VLM 25 7 0 31 Dec 2022
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision Chak-Fai Li Francis Keith William Hartmann M. Snover 16 0 0 27 Oct 2022
Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation Chendong Zhao Jianzong Wang Xiaoyang Qu Haoqian Wang Jing Xiao SSL 35 1 0 15 Oct 2022
Unsupervised domain adaptation for speech recognition with unsupervised error correction Long Mai Julie Carson-Berndsen 33 8 0 24 Sep 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision Hanjing Zhu Gaofeng Cheng Jindong Wang Wenxin Hou Pengyuan Zhang Yonghong Yan 19 13 0 20 Jun 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-training Bowen Zhang Songjun Cao Xiaoming Zhang Yike Zhang Long Ma T. Shinozaki SSL 20 4 0 16 Jun 2022
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-Identification Félix Remigereau Djebril Mekhazni Sajjad Abdoli Le Thanh Nguyen-Meidine Rafael M. O. Cruz Eric Granger 22 9 0 12 May 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech Recognition Guan-Ting Lin Shang-Wen Li Hung-yi Lee TTA VLM 13 9 0 27 Mar 2022
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 14 236 0 02 Apr 2021
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 269 0 30 Sep 2019
Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning Y. Gal Zoubin Ghahramani UQCV BDL 285 9,138 0 06 Jun 2015