SlimIPL: Language-Model-Free Iterative Pseudo-Labeling

SlimIPL: Language-Model-Free Iterative Pseudo-Labeling

22 October 2020

Tatiana Likhomanenko

Gabriel Synnaeve

Papers citing "SlimIPL: Language-Model-Free Iterative Pseudo-Labeling"

16 / 16 papers shown

Title
Methods to Increase the Amount of Data for Speech Recognition for Low Resource Languages Alexan Ayrapetyan Sofia Kostandian Ara Yeroyan Mher Yerznkanyan Nikolay Karpov Nune Tadevosyan Vitaly Lavrukhin Boris Ginsburg 61 0 0 08 Jan 2025
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization Xinhao Yao Hongjin Qian Xiaolin Hu Gengze Xu Wei Liu Jian Luan B. Wang Y. Liu 48 0 0 03 Oct 2024
A Large-Scale Evaluation of Speech Foundation Models Shu-Wen Yang Heng-Jui Chang Zili Huang Andy T. Liu Cheng-I Jeff Lai ... Kushal Lakhotia Shang-Wen Li Abdelrahman Mohamed Shinji Watanabe Hung-yi Lee 38 19 0 15 Apr 2024
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech Recognition Hanjing Zhu Dongji Gao Gaofeng Cheng Daniel Povey Pengyuan Zhang Yonghong Yan NoLa 30 4 0 12 Aug 2023
Progressive Multi-Scale Self-Supervised Learning for Speech Recognition Genshun Wan Tan Liu Hang Chen Jia-Yu Pan Cong Liu Z. Ye SSL 10 0 0 07 Dec 2022
Continuous Soft Pseudo-Labeling in ASR Tatiana Likhomanenko R. Collobert Navdeep Jaitly Samy Bengio VLM 19 3 0 11 Nov 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 15 4 0 16 Jun 2022
Self-Supervised Speech Representation Learning: A Review Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 128 349 0 21 May 2022
A Complementary Joint Training Approach Using Unpaired Speech and Text for Low-Resource Automatic Speech Recognition Ye Du Jie M. Zhang Qiu-shi Zhu Lirong Dai Ming Wu Xin Fang Zhouwang Yang 24 2 0 05 Apr 2022
Continual self-training with bootstrapped remixing for speech enhancement Efthymios Tzinis Yossi Adi V. Ithapu Buye Xu Anurag Kumar 18 16 0 19 Oct 2021
Word Order Does Not Matter For Speech Recognition Vineel Pratap Qiantong Xu Tatiana Likhomanenko Gabriel Synnaeve R. Collobert 29 4 0 12 Oct 2021
Self-training Improves Pre-training for Few-shot Learning in Task-oriented Dialog Systems Fei Mi Wanhao Zhou Feng Cai Lingjing Kong Minlie Huang Boi Faltings 27 32 0 28 Aug 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation Changhan Wang Anne Wu J. Pino Alexei Baevski Michael Auli Alexis Conneau SSL 31 44 0 14 Apr 2021
Comparing the Benefit of Synthetic Training Data for Various Automatic Speech Recognition Architectures Nick Rossenbach Mohammad Zeineldeen Benedikt Hilmes Ralf Schluter Hermann Ney 23 12 0 12 Apr 2021
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 146 308 0 20 Oct 2020
Revisiting Self-Training for Neural Sequence Generation Junxian He Jiatao Gu Jiajun Shen MarcÁurelio Ranzato SSL LRM 244 269 0 30 Sep 2019