Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation

21 February 2023

Papers citing "Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation"

36 / 36 papers shown

Title
Revisiting End-to-End Speech-to-Text Translation From Scratch Biao Zhang Barry Haddow Rico Sennrich 61 38 0 09 Jun 2022
Efficient yet Competitive Speech Translation: FBK@IWSLT2022 Marco Gaido Sara Papi Dennis Fucci G. Fiameni Matteo Negri Marco Turchi 62 20 0 05 May 2022
mSLAM: Massively multilingual joint pre-training for speech and text Ankur Bapna Colin Cherry Yu Zhang Ye Jia Melvin Johnson Yong Cheng Simran Khanuja Jason Riesa Alexis Conneau VLM 53 114 0 03 Feb 2022
Regularizing End-to-End Speech Translation with Triangular Decomposition Agreement Yichao Du Zhirui Zhang Weizhi Wang Boxing Chen Jun Xie Tong Xu 112 23 0 21 Dec 2021
SpeechT5: Unified-Modal Encoder-Decoder Pre-Training for Spoken Language Processing Junyi Ao Rui Wang Long Zhou Chengyi Wang Shuo Ren ... Yu Zhang Zhihua Wei Yao Qian Jinyu Li Furu Wei 148 202 0 14 Oct 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 64 78 0 12 May 2021
Investigating the Reordering Capability in CTC-based Non-Autoregressive End-to-End Speech Translation Shun-Po Chuang Yung-Sung Chuang Chih-Chiang Chang Hung-yi Lee 69 26 0 11 May 2021
Learning Shared Semantic Space for Speech-to-Text Translation Chi Han Mingxuan Wang Heng Ji Lei Li 66 78 0 07 May 2021
Fused Acoustic and Text Encoding for Multimodal Bilingual Pretraining and Speech Translation Renjie Zheng Junkun Chen Mingbo Ma Liang Huang 135 69 0 10 Feb 2021
The Multilingual TEDx Corpus for Speech Recognition and Translation Elizabeth Salesky Sanjeev Khudanpur Jacob Bremerman R. Cattoni Matteo Negri Marco Turchi Douglas W. Oard Matt Post 63 125 0 02 Feb 2021
CTC-based Compression for Direct Speech Translation Marco Gaido Mauro Cettolo Matteo Negri Marco Turchi 75 58 0 02 Feb 2021
Fully Non-autoregressive Neural Machine Translation: Tricks of the Trade Jiatao Gu X. Kong 68 137 0 31 Dec 2020
NeurST: Neural Speech Translation Toolkit Chengqi Zhao Mingxuan Wang Qianqian Dong Rong Ye Lei Li 68 32 0 18 Dec 2020
Bridging the Modality Gap for Speech-to-Text Translation Yuchen Liu Junnan Zhu Jiajun Zhang Chengqing Zong 63 69 0 28 Oct 2020
Adaptive Feature Selection for End-to-End Speech Translation Biao Zhang Ivan Titov Barry Haddow Rico Sennrich 55 41 0 16 Oct 2020
fairseq S2T: Fast Speech-to-Text Modeling with fairseq Changhan Wang Yun Tang Xutai Ma Anne Wu Sravya Popuri Dmytro Okhonko J. Pino VLM LRM 75 271 0 11 Oct 2020
Gender in Danger? Evaluating Speech Translation Technology on the MuST-SHE Corpus L. Bentivogli Beatrice Savoldi Matteo Negri Mattia Antonino Di Gangi R. Cattoni Marco Turchi 64 64 0 10 Jun 2020
End-to-End Speech-Translation with Knowledge Distillation: FBK@IWSLT2020 Marco Gaido Mattia Antonino Di Gangi Matteo Negri Marco Turchi 74 54 0 04 Jun 2020
Conformer: Convolution-augmented Transformer for Speech Recognition Anmol Gulati James Qin Chung-Cheng Chiu Niki Parmar Yu Zhang ... Wei Han Shibo Wang Zhengdong Zhang Yonghui Wu Ruoming Pang 224 3,139 0 16 May 2020
ESPnet-ST: All-in-One Speech Translation Toolkit Hirofumi Inaguma Shun Kiyono Kevin Duh Shigeki Karita Nelson Yalta Tomoki Hayashi Shinji Watanabe 89 165 0 21 Apr 2020
Curriculum Pre-training for End-to-End Speech Translation Chengyi Wang Yu Wu Shujie Liu Ming Zhou Zhenglu Yang 59 109 0 21 Apr 2020
Non-Autoregressive Machine Translation with Latent Alignments Chitwan Saharia William Chan Saurabh Saxena Mohammad Norouzi 59 159 0 16 Apr 2020
A Comparative Study on End-to-end Speech to Text Translation Parnia Bahar Tobias Bieschke Hermann Ney 66 79 0 20 Nov 2019
One-To-Many Multilingual End-to-end Speech Translation Mattia Antonino Di Gangi Matteo Negri Marco Turchi 66 50 0 08 Oct 2019
Multilingual End-to-End Speech Translation Hirofumi Inaguma Kevin Duh Tatsuya Kawahara Shinji Watanabe LRM 83 88 0 01 Oct 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention Biao Zhang Ivan Titov Rico Sennrich 55 103 0 29 Aug 2019
Exploring Phoneme-Level Speech Representations for End-to-End Speech Translation Elizabeth Salesky Matthias Sperber A. Black 35 35 0 04 Jun 2019
End-to-End Non-Autoregressive Neural Machine Translation with Connectionist Temporal Classification Jindrich Libovický Jindřich Helcl 74 167 0 12 Nov 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 162 2,994 0 23 Apr 2018
Tied Multitask Learning for Neural Speech Translation Antonios Anastasopoulos David Chiang 144 174 0 19 Feb 2018
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 713 131,652 0 12 Jun 2017
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 75 318 0 06 Dec 2016
Joint CTC-Attention based End-to-End Speech Recognition using Multi-task Learning Suyoun Kim Takaaki Hori Shinji Watanabe 82 929 0 21 Sep 2016
Neural Machine Translation of Rare Words with Subword Units Rico Sennrich Barry Haddow Alexandra Birch 224 7,745 0 31 Aug 2015
Listen, Attend and Spell William Chan Navdeep Jaitly Quoc V. Le Oriol Vinyals RALM 156 2,266 0 05 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,115 0 22 Dec 2014