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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"

33 / 33 papers shown

Title
End-to-End Speech Translation for Low-Resource Languages Using Weakly Labeled Data Aishwarya Pothula Bhavana Akkiraju Srihari Bandarupalli Charan D Santosh Kesiraju Anil Kumar Vuppala 14 0 0 19 Jun 2025
AdaST: Dynamically Adapting Encoder States in the Decoder for End-to-End Speech-to-Text Translation Wuwei Huang Dexin Wang Deyi Xiong 89 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 107 1 0 01 Feb 2025
LIMBA: An Open-Source Framework for the Preservation and Valorization of Low-Resource Languages using Generative Models S. Carta Stefano Chessa Giulia Contu Andrea Corriga Andrea Deidda ... Alessia Pisu Alessandro Sebastian Podda Livio Pompianu Siyang Song Sandro Gabriele Tiddia 116 0 0 20 Nov 2024
LLM-Ref: Enhancing Reference Handling in Technical Writing with Large Language Models Kazi Ahmed Asif Fuad Lizhong Chen 119 0 0 01 Nov 2024
Tuning Large language model for End-to-end Speech Translation Hao Zhang Nianwen Si Yaqi Chen Wenlin Zhang Xu Yang Dan Qu Xiaolin Jiao 92 8 0 03 Oct 2023
Distributional Data Augmentation Methods for Low Resource Language Mosleh Mahamud Zed Lee Isak Samsten 80 2 0 09 Sep 2023
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 61 7 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 72 13 0 24 May 2023
CMOT: Cross-modal Mixup via Optimal Transport for Speech Translation Yan Zhou Qingkai Fang Yang Feng OT 115 30 0 24 May 2023
Back Translation for Speech-to-text Translation Without Transcripts Qingkai Fang Yang Feng 65 14 0 15 May 2023
Understanding and Bridging the Modality Gap for Speech Translation Qingkai Fang Yang Feng 75 26 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 81 10 0 20 Apr 2023
Domain Generalization for Activity Recognition via Adaptive Feature Fusion Xin Qin Jindong Wang Yiqiang Chen Wang Lu Xinlong Jiang OOD 121 39 0 21 Jul 2022
When Is TTS Augmentation Through a Pivot Language Useful? Nathaniel R. Robinson Perez Ogayo Swetha Gangu David R. Mortensen Shinji Watanabe 77 10 0 20 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 142 58 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 120 100 0 20 Mar 2022
Learning When to Translate for Streaming Speech Qianqian Dong Yaoming Zhu Mingxuan Wang Lei Li 100 30 0 15 Sep 2021
Speech Representations and Phoneme Classification for Preserving the Endangered Language of Ladin Zane Durante Leena Mathur Eric Ye Sichong Zhao Tejas Ramdas Khalil Iskarous 99 0 0 27 Aug 2021
RealTranS: End-to-End Simultaneous Speech Translation with Convolutional Weighted-Shrinking Transformer Xingshan Zeng Liangyou Li Qun Liu 67 48 0 09 Jun 2021
The Volctrans Neural Speech Translation System for IWSLT 2021 Chengqi Zhao Zhicheng Liu Jian-Fei Tong Tao Wang Mingxuan Wang Rong Ye Qianqian Dong Jun Cao Lei Li 59 8 0 16 May 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 73 78 0 12 May 2021
Learning Shared Semantic Space for Speech-to-Text Translation Chi Han Mingxuan Wang Heng Ji Lei Li 119 78 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 76 46 0 14 Apr 2021
Tight Integrated End-to-End Training for Cascaded Speech Translation Parnia Bahar Tobias Bieschke Ralf Schluter Hermann Ney 81 28 0 24 Nov 2020
Adaptive Feature Selection for End-to-End Speech Translation Biao Zhang Ivan Titov Barry Haddow Rico Sennrich 79 41 0 16 Oct 2020
Consecutive Decoding for Speech-to-text Translation Qianqian Dong Mingxuan Wang Hao Zhou Shuang Xu Bo Xu Lei Li SLR 111 41 0 21 Sep 2020
"Listen, Understand and Translate": Triple Supervision Decouples End-to-end Speech-to-text Translation Qianqian Dong Rong Ye Mingxuan Wang Hao Zhou Shuang Xu Bo Xu Lei Li 75 3 0 21 Sep 2020
Self-Supervised Representations Improve End-to-End Speech Translation Anne Wu Changhan Wang J. Pino Jiatao Gu SSL 101 40 0 22 Jun 2020
Self-Training for End-to-End Speech Translation J. Pino Qiantong Xu Xutai Ma M. Dousti Yun Tang 107 60 0 03 Jun 2020
Phone Features Improve Speech Translation Elizabeth Salesky A. Black 67 27 0 27 May 2020
Speech Translation and the End-to-End Promise: Taking Stock of Where We Are Matthias Sperber Matthias Paulik 74 112 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 99 77 0 28 Nov 2019