Analyzing ASR pretraining for low-resource speech-to-text translation

23 October 2019

Papers citing "Analyzing ASR pretraining for low-resource speech-to-text translation"

23 / 23 papers shown

Title
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation Wuwei Huang Dexin Wang Deyi Xiong 72 4 0 18 Mar 2025
When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation Anna Min Chenxu Hu Yi Ren Hang Zhao 74 0 0 01 Feb 2025
Strategies for improving low resource speech to text translation relying on pre-trained ASR models Santosh Kesiraju Marek Sarvaš T. Pavlíček Cécile Macaire Alejandro Ciuba 23 4 0 31 May 2023
ComSL: A Composite Speech-Language Model for End-to-End Speech-to-Text Translation Chenyang Le Yao Qian Long Zhou Shujie Liu Yanmin Qian Michael Zeng Xuedong Huang 24 13 0 24 May 2023
Back Translation for Speech-to-text Translation Without Transcripts Qingkai Fang Yang Feng 40 13 0 15 May 2023
Improving Speech Translation by Cross-Modal Multi-Grained Contrastive Learning Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xukui Yang Dan Qu Weiqiang Zhang 40 9 0 20 Apr 2023
Domain Generalization for Activity Recognition via Adaptive Feature Fusion Xin Qin Jindong Wang Yiqiang Chen Wang Lu Xinlong Jiang OOD 42 36 0 21 Jul 2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation Sravya Popuri Peng-Jen Chen Changhan Wang J. Pino Yossi Adi Jiatao Gu Wei-Ning Hsu Ann Lee 28 56 0 06 Apr 2022
STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation Qingkai Fang Rong Ye Lei Li Yang Feng Mingxuan Wang 42 95 0 20 Mar 2022
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin Zane Durante Leena Mathur Eric Ye Sichong Zhao Tejas Ramdas Khalil Iskarous 26 0 0 27 Aug 2021
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer Xingshan Zeng Liangyou Li Qun Liu 25 45 0 09 Jun 2021
Stacked Acoustic-and-Textual Encoding: Integrating the Pre-trained Models into Speech Translation Encoders Chen Xu Bojie Hu Yanyang Li Yuhao Zhang Shen Huang Qi Ju Tong Xiao Jingbo Zhu 25 76 0 12 May 2021
Learning Shared Semantic Space for Speech-to-Text Translation Chi Han Mingxuan Wang Heng Ji Lei Li 18 76 0 07 May 2021
Large-Scale Self- and Semi-Supervised Learning for Speech Translation Changhan Wang Anne Wu J. Pino Alexei Baevski Michael Auli Alexis Conneau SSL 33 44 0 14 Apr 2021
Self-Supervised Representations Improve End-to-End Speech Translation Anne Wu Changhan Wang J. Pino Jiatao Gu SSL 25 40 0 22 Jun 2020
Self-Training for End-to-End Speech Translation J. Pino Qiantong Xu Xutai Ma M. Dousti Yun Tang 33 59 0 03 Jun 2020
Phone Features Improve Speech Translation Elizabeth Salesky A. Black 33 27 0 27 May 2020
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber Matthias Paulik 30 106 0 14 Apr 2020
Multimodal Machine Translation through Visuals and Speech U. Sulubacak Ozan Caglayan Stig-Arne Gronroos Aku Rouhe Desmond Elliott Lucia Specia Jörg Tiedemann 53 73 0 28 Nov 2019
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 102 172 0 19 Feb 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 83 190 0 12 Feb 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 220 7,930 0 17 Aug 2015