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Over its three decade history, speech translation has experienced several shifts in its primary research themes; moving from loosely coupled cascades of speech recognition and machine translation, to exploring questions of tight coupling, and finally to end-to-end models that have recently attracted much attention.
Multimodal Machine Translation through Visuals and Speech
Umut Sulubacak, Ozan Caglayan, Stig-Arne Grönroos, Aku Rouhe, Desmond Elliott, Lucia Specia, and Jörg Tiedemann. 2019 · 1911
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Approaches to Translation
Peter Newmark. 1988 · 1988
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Machine Translation of Speech
F. W. M. Stentiford and M. G. Steer. 1988 · 1988
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JANUS: a speech-to-speech translation system using connectionist and symbolic processing strategies
Alex Waibel, Ajay N. Jain, Arthur E. McNair, Hiroaki Saito, Alexander G. Hauptmann, and Joe Tebelskis. 1991 · 1991
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Recent advances in JANUS: A Speech Translation System
M. Woszczyna, N. Coccaro, A. Eisele, A. Lavie, A. McNair, T. Polzin, I. Rogina, C. P. Rose, T. Sloboda, M. Tomita, J. Tsutsumi, N. Aoki-Waibel, A. Waibel, and W. Ward. 1993 · 1993
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Detecting disfluency in spontaneous speech
Robin J Lickley. 1994 · 1994
Earlier work this paper cites.
Multi-lingual Translation of Spontaneously Spoken Language in a Limited Domain
Alon Lavie, Donna Gates, Marsal Gavalda, Laura Mayfield, Alex Waibel, and Lori Levin. 1996 · 1996
Earlier work this paper cites.
Finite-State Speech-to-Speech Translation
Enrique Vidal. 1997 · 1997
Earlier work this paper cites.
A Japanese-to-English Speech Translation System: ATR-MATRIX
Toshiyuki Takezawa, Tsuyoshi Morimoto, Yoshinori Sagisaka, Nick Campbell, Hitoshi Iida, Fumiaki Sugaya, Akio Yokoo, and Seiichi Yamamoto. 1998 · 1998
Earlier work this paper cites.
Modeling with structures in statistical machine translation
Ye-Yi Wang and Alex Waibel. 1998 · 1998
Earlier work this paper cites.
Speech Translation: Coupling of Recognition and Translation
Hermann Ney. 1999 · 1999
Earlier work this paper cites.
A Finite-State Approach to Machine Translation
Srinivas Bangalore and Giuseppe Riccardi. 2001 · 2001
Earlier work this paper cites.
From Speech-to-Speech Translation to Automatic Dubbing
Marcello Federico, Robert Enyedi, and Roberto Barra-chicote. 2020 · 2001
Earlier work this paper cites.
Rapid Development of Speech-to-Speech Translation Systems
Alan W. Black, Ralf D. Brown, Robert Frederking, Kevin Lenzo, John Moody, Alexander Rudnicky, Rita Singh, and Eric Steinbrecher. 2002 · 2002
Earlier work this paper cites.
Use of Statistical N-Gram Models in Natural Language Generation for Machine Translation
Fu-hua Liu, Liang Gu, Yuqing Gao, and Michael Picheny. 2003 · 2003
Earlier work this paper cites.
Some approaches to statistical and finite-state speech-to-speech translation
Francisco Casacuberta, Hermann Ney, Franz Josef Och, Enrique Vidal, J. M. Vilar, S. Barrachina, I. García-Varea, D. Llorens, C. Martínez, S. Molau, F. Nevado, M. Pastor, D. Picó, A. Sanchis, and C. Tillmann. 2004 · 2004
Earlier work this paper cites.
Using Word Lattice Information for a Tighter Coupling in Speech Translation Systems
Shirin Saleem, Szu-Chen Jou, Stephan Vogel, and Tanja Schultz. 2004 · 2004
Earlier work this paper cites.
A New Decoder for Spoken Language Translation Based on Confusion Networks
Nicola Bertoldi and Marcello Federico. 2005 · 2005
Earlier work this paper cites.
Phrase-based translation of speech recognizer word lattices using loglinear model combination
Evgeny Matusov, Hermann Ney, and Ralph Schluter. 2005 · 2005
Earlier work this paper cites.
A Decoding Algorithm for Word Lattice Translation in Speech Translation
Ruiqiang Zhang, Genichiro Kikui, Hirofumi Yamamoto, and Wai-Kit Lo. 2005 · 2005
Earlier work this paper cites.
Prosody Generation for Speech-to-Speech Translation
P. D. Aguero, Jordi Adell, and Antonio Bonafonte. 2006 · 2006
Earlier work this paper cites.
Optimizing components for handheld two-way speech translation for an English-Iraqi Arabic system
Roger Hsiao, Ashish Venugopal, Thilo Köhler, Ting Zhang, Paisarn Charoenpornsawat, Andreas Zollmann, Stephan Vogel, Alan W. Black, Tanja Schultz, and Alex Waibel. 2006 · 2006
Earlier work this paper cites.
Automatic Sentence Segmentation and Punctuation Prediction for Spoken Language Translation
Evgeny Matusov, Arne Mauser, and Hermann Ney. 2006 · 2006
Earlier work this paper cites.
A comparison of linguistically and statistically enhanced models for speech-to-speech machine translation
Alicia Pérez, Victor Guijarrubia, Raquel Justo, M. Inés Torres, and Francisco Casacuberta. 2007 · 2007
Earlier work this paper cites.
NICT-ATR speech-to-speech translation system
Eiichiro Sumita, Tohru Shimizu, and Satoshi Nakamura. 2007 · 2007
Earlier work this paper cites.
A System for Simultaneous Translation of Lectures and Speeches
Christian Fügen. 2008 · 2008
Earlier work this paper cites.
ASR word lattice translation with exhaustive reordering is possible
Evgeny Matusov, Björn Hoffmeister, and Hermann Ney. 2008 · 2008
Earlier work this paper cites.
Reconstructing false start errors in spontaneous speech text
Erin Fitzgerald, Keith Hall, and Frederick Jelinek. 2009 · 2009
Cited alongside, same era.
More haste less speed: Edited versus verbatim respoken subtitles
Pablo Romero-Fresco. 2009 · 2009
Cited alongside, same era.
Learning Speech Translation from Interpretation
Matthias Paulik. 2010 · 2010
Cited alongside, same era.
Investigation on the Effects of ASR Tuning on Speech Translation Performance
Paul R Dixon, Andrew Finch, H Chiori, and H Kashioka. 2011 · 2011
Cited alongside, same era.
Why word error rate is not a good metric for speech recognizer training for the speech translation task?
Xiaodong He, Li Deng, and Alex Acero. 2011 · 2011
Cited alongside, same era.
Phonetic Representation-Based Speech Translation
Jie Jiang, Zeeshan Ahmed, Julie Carson-Berndsen, Peter Cahill, and Andy Way. 2011 · 2011
A Very Low Resource Language Speech Corpus for Computational Language Documentation Experiments
Pierre Godard, Gilles Adda, Martine Adda-Decker, J. Benjumea, L. Besacier, J. Cooper-Leavitt, G-N. Kouarata, L. Lamel, H. Maynard, M. Mueller, A. Rialland, S. Stueker, F. Yvon, and M. Zanon-Boito. 2018 · 2018
Later among the works it cites.
End to end Model for Cross-Lingual Transformation of Paralinguistic Information
Takatomo Kano, Shinnosuke Takamichi, Sakriani Sakti, Graham Neubig, Tomoki Toda, and Satoshi Nakamura. 2018 · 2018
Later among the works it cites.
Ali Can Kocabiyikoglu, Laurent Besacier, and Olivier Kraif. 2018 · 2018
Later among the works it cites.
An introduction to domain adaptation and transfer learning
Wouter M. Kouw and Marco Loog. 2018 · 2018
Later among the works it cites.
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Cited alongside, same era.
Spoken Language Translation Using Automatically Transcribed Text in Training
Stephan Peitz, Simon Wiesler, Markus Nussbaum-Thom, and Hermann Ney. 2012 · 2011
Cited alongside, same era.
Intent transfer in speech-to-speech machine translation
Gopala Krishna Anumanchipalli, Luis C. Oliveira, and Alan W. Black. 2012 · 2012
Cited alongside, same era.
’Can you give me another word for hyperbaric?’: Improving speech translation using targeted clarification questions
Necip Fazil Ayan, Arindam Mandal, Michael Frandsen, Jing Zheng, Peter Blasco, Andreas Kathol, Frederic Bechet, Benoit Favre, Alex Marin, Tom Kwiatkowski, Mari Ostendorf, Luke Zettlemoyer, Philipp Salletmayr, Julia Hirschberg, and Svetlana Stoyanchev. 2013 · 2013
Cited alongside, same era.
Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation
Yoshua Bengio, Nicholas Léonard, and Aaron Courville. 2013 · 2013
Cited alongside, same era.
A real-world system for simultaneous translation of German lectures
Eunah Cho, Christian Fügen, Teresa Hermann, Kevin Kilgour, Mohammed Mediani, Christian Mohr, Jan Niehues, Kay Rottmann, Christian Saam, Sebastian Stüker, and Alex Waibel. 2013 · 2013
Cited alongside, same era.
Improved Speech-to-Text Translation with the Fisher and Callhome Spanish–English Speech Translation Corpus
Matt Post, Gaurav Kumar, Adam Lopez, Damianos Karakos, Chris Callison-Burch, and Sanjeev Khudanpur. 2013 · 2013
Cited alongside, same era.
Jan Niehues, Ngoc-Quan Pham, Thanh-Le Ha, Matthias Sperber, and Alex Waibel. 2018 · 2018
Later among the works it cites.
On Using SpecAugment for End-to-End Speech Translation
Parnia Bahar, Albert Zeyer, Ralf Schlüter, and Hermann Ney. 2019 · 2019
Later among the works it cites.
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation
Sameer Bansal, Herman Kamper, Karen Livescu, Adam Lopez, and Sharon Goldwater. 2019 · 2019
Later among the works it cites.
Neural Speech Translation using Lattice Transformations and Graph Networks
Daniel Beck, Trevor Cohn, and Gholamreza Haffari. 2019 · 2019
Later among the works it cites.
Breaking the Data Barrier: Towards Robust Speech Translation via Adversarial Stability Training
Qiao Cheng, Meiyuan Fang, Yaqian Han, Jin Huang, and Yitao Duan. 2019 · 2019
Later among the works it cites.
Multilingual End-to-End Speech Translation
Hirofumi Inaguma, Kevin Duh, Tatsuya Kawahara, and Shinji Watanabe. 2019 · 2019
Later among the works it cites.
Speech Processing and Prosody
Denis Jouvet. 2019 · 2019
Later among the works it cites.
End-to-End Speech Translation with Knowledge Distillation
Yuchen Liu, Hao Xiong, Zhongjun He, Jiajun Zhang, Hua Wu, Haifeng Wang, and Chengqing Zong. 2019 · 2019
Later among the works it cites.
Customizing Neural Machine Translation for Subtitling
Evgeny Matusov, Patrick Wilken, and Yota Georgakopoulou. 2019 · 2019
Later among the works it cites.
The IWSLT 2019 Evaluation Campaign
Jan Niehues, Roldano Cattoni, Sebastian Stüker, Matteo Negri, Marco Turchi, Thanh-Le Ha, Elizabeth Salesky, Ramon Sanabria, Loic Barrault, Lucia Specia, and Marcello Federico. 2019 · 2019
Later among the works it cites.
The IWSLT 2019 KIT Speech Translation System
Ngoc-quan Pham, Thai-son Nguyen, Thanh-Le Ha, Juan Hussain, Felix Schneider, Jan Niehues, Sebastian Stüker, and Alexander Waibel. 2019 · 2019
Later among the works it cites.
Harnessing Indirect Training Data for End-to-End Automatic Speech Translation: Tricks of the Trade
Juan Pino, Liezl Puzon, Jiatao Gu, Xutai Ma, Arya D. McCarthy, and Deepak Gopinath. 2019 · 2019
Later among the works it cites.
Integration of Dubbing Constraints into Machine Translation
Ashutosh Saboo and Timo Baumann. 2019 · 2019
Later among the works it cites.
Towards End-to-End Speech-to-Text Translation with Two-Pass Decoding
Tzu-Wei Sung, Jun-You Liu, Hung-yi Lee, and Lin-shan Lee. 2019 · 2019
Later among the works it cites.
Speech-to-speech Translation between Untranscribed Unknown Languages
Andros Tjandra, Sakriani Sakti, and Satoshi Nakamura. 2019 · 2019
Later among the works it cites.
Lattice Transformer for Speech Translation
Pei Zhang, Boxing Chen, Niyu Ge, and Kai Fan. 2019 · 2019
Later among the works it cites.
LibriVoxDeEn: A Corpus for German-to-English Speech Translation and Speech Recognition
Benjamin Beilharz, Xin Sun, Sariya Karimova, and Stefan Riezler. 2020 · 2020
Closest in time.
Marcely Zanon Boito, William N. Havard, Mahault Garnerin, Éric Le Ferrand, and Laurent Besacier. 2020 · 2020
Closest in time.
Instance-Based Model Adaptation For Direct Speech Translation
Mattia Antonino Di Gangi, Viet-Nhat Nguyen, Matteo Negri, and Marco Turchi. 2020 · 2020
Closest in time.
Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning
Sathish Indurthi, Houjeung Han, Nikhil Kumar Lakumarapu, Beomseok Lee, Insoo Chung, Sangha Kim, and Chanwoo Kim. 2020 · 2020
Closest in time.
Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates
Javier Iranzo-Sánchez, Joan Albert Silvestre-Cerdà, Javier Jorge, Nahuel Roselló, Adrià Giménez, Albert Sanchis, Jorge Civera, and Alfons Juan. 2020 · 2020
Closest in time.
Analyzing ASR pretraining for low-resource speech-to-text translation
Mihaela C. Stoian, Sameer Bansal, and Sharon Goldwater. 2020 · 2020
Closest in time.
Bridging the Gap between Pre-Training and Fine-Tuning for End-to-End Speech Translation
Chengyi Wang, Yu Wu, Shujie Liu, Zhenglu Yang, and Ming Zhou. 2020 · 2020
Closest in time.