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We introduce VoxPopuli, a large-scale multilingual corpus providing 100K hours of unlabelled speech data in 23 languages.
Sequence-to-sequence speech recognition with time-depth separable convolutions
Awni Hannun, Ann Lee, Qiantong Xu, and Ronan Collobert. 2019 · 1904
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Probability of error of some adaptive pattern-recognition machines
H Scudder. 1965 · 1965
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Ciair simultaneous interpretation corpus
Hitomi Tohyama, Shigeki Matsubara, Koichiro Ryu, N Kawaguch, and Yasuyoshi Inagaki. 2004 · 2004
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An approach to corpus-based interpreting studies: developing epic (european parliament interpreting corpus)
Claudio Bendazzoli, Annalisa Sandrelli, et al. 2005 · 2005
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Europarl: A parallel corpus for statistical machine translation
Philipp Koehn. 2005 · 2005
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Connectionist temporal classification: Labelling unsegmentedsequence data with recurrent neural networks
Alex Graves, Santiago Fernández, Faustino Gomez, and Jürgen Schmidhuber. 2006 · 2006
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Uwspeech: Speech to speech translation for unwritten languages
Chen Zhang, Xu Tan, Yi Ren, Tao Qin, Kejun Zhang, and Tie-Yan Liu. 2020a · 2006
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Covost 2 and massively multilingual speech-to-text translation
Changhan Wang, Anne Wu, and Juan Pino. 2020b · 2007
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Self-training and pre-training are complementary for speech recognition
Qiantong Xu, Alexei Baevski, Tatiana Likhomanenko, Paden Tomasello, Alexis Conneau, Ronan Collobert, Gabriel Synnaeve, and Michael Auli. 2020 · 2010
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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, and Yonghui Wu. 2020b · 2010
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Kenlm: Faster and smaller language model queries
Kenneth Heafield. 2011 · 2011
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Joint masked cpc and ctc training for asr
Chaitanya Talnikar, Tatiana Likhomanenko, Ronan Collobert, and Gabriel Synnaeve. 2020 · 2011
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Evaluating speech features with the minimal-pair abx task: Analysis of the classical mfc/plp pipeline
Thomas Schatz, Vijayaditya Peddinti, Francis Bach, Aren Jansen, Hynek Hermansky, and Emmanuel Dupoux. 2013 · 2013
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Corpus analysis of simultaneous interpretation data for improving real time speech translation
Vivek Kumar Rangarajan Sridhar, John Chen, and Srinivas Bangalore. 2013 · 2013
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Collection of a simultaneous translation corpus for comparative analysis
Hiroaki Shimizu, Graham Neubig, Sakriani Sakti, Tomoki Toda, and Satoshi Nakamura. 2014 · 2014
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Librispeech: an asr corpus based on public domain audio books
Vassil Panayotov, Guoguo Chen, Daniel Povey, and Sanjeev Khudanpur. 2015 · 2015
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Wav2letter: an end-to-end convnet-based speech recognition system
Ronan Collobert, Christian Puhrsch, and Gabriel Synnaeve. 2016 · 2016
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Interpretese vs. translationese: The uniqueness of human strategies in simultaneous interpretation
He He, Jordan Boyd-Graber, and Hal Daumé III. 2016 · 2016
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Must-c: a multilingual speech translation corpus
Mattia A Di Gangi, Roldano Cattoni, Luisa Bentivogli, Matteo Negri, and Marco Turchi. 2019 · 2017
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The zero resource speech challenge 2017
Ewan Dunbar, Xuan Nga Cao, Juan Benjumea, Julien Karadayi, Mathieu Bernard, Laurent Besacier, Xavier Anguera, and Emmanuel Dupoux. 2017 · 2017
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Ł ukasz Kaiser, and Illia Polosukhin. 2017 · 2017
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pyannote.audio: neural building blocks for speaker diarization
Hervé Bredin, Ruiqing Yin, Juan Manuel Coria, Gregory Gelly, Pavel Korshunov, Marvin Lavechin, Diego Fustes, Hadrien Titeux, Wassim Bouaziz, and Marie-Philippe Gill. 2020 · 2020
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Must-c: A multilingual corpus for end-to-end speech translation
Roldano Cattoni, Mattia Antonino Di Gangi, Luisa Bentivogli, Matteo Negri, and Marco Turchi. 2020 · 2020
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Unsupervised cross-lingual representation learning for speech recognition
Alexis Conneau, Alexei Baevski, Ronan Collobert, Abdelrahman Mohamed, and Michael Auli. 2020 · 2020
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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
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Self-training for end-to-end speech recognition
Jacob Kahn, Ann Lee, and Awni Hannun. 2020a · 2020
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SentencePiece: A simple and language independent subword tokenizer and detokenizer for neural text processing
Taku Kudo and John Richardson. 2018 · 2018
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Representation learning with contrastive predictive coding
Aaron van den Oord, Yazhe Li, and Oriol Vinyals. 2018 · 2018
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wav2letter++: The fastest open-source speech recognition system
Vineel Pratap, Awni Hannun, Qiantong Xu, Jeff Cai, Jacob Kahn, Gabriel Synnaeve, Vitaliy Liptchinsky, and Ronan Collobert. 2018 · 2018
Cited alongside, same era.
Massively multilingual sentence embeddings for zero-shot cross-lingual transfer and beyond
Mikel Artetxe and Holger Schwenk. 2019 · 2019
Cited alongside, same era.
Cmu wilderness multilingual speech dataset
Alan W Black. 2019 · 2019
Cited alongside, same era.
Direct speech-to-speech translation with a sequence-to-sequence model
Ye Jia, Ron J. Weiss, Fadi Biadsy, Wolfgang Macherey, Melvin Johnson, Zhifeng Chen, and Yonghui Wu. 2019 · 2019
Cited alongside, same era.
fairseq: A fast, extensible toolkit for sequence modeling
Myle Ott, Sergey Edunov, Alexei Baevski, Angela Fan, Sam Gross, Nathan Ng, David Grangier, and Michael Auli. 2019 · 2019
Cited alongside, same era.
Libri-light: A benchmark for asr with limited or no supervision
Jacob Kahn, Morgane Rivière, Weiyi Zheng, Evgeny Kharitonov, Qiantong Xu, Pierre-Emmanuel Mazaré, Julien Karadayi, Vitaliy Liptchinsky, Ronan Collobert, Christian Fuegen, et al. 2020b · 2020
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Data augmenting contrastive learning of speech representations in the time domain
Eugene Kharitonov, Morgane Rivière, Gabriel Synnaeve, Lior Wolf, Pierre-Emmanuel Mazaré, Matthijs Douze, and Emmanuel Dupoux. 2020 · 2020
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Investigating self-supervised pre-training for end-to-end speech translation
Ha Nguyen, Fethi Bougares, N. Tomashenko, Y. Estève, and L. Besacier. 2020 · 2020
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Self-training for end-to-end speech translation
J. Pino, Qiantong Xu, Xutai Ma, Mohammad Javad Dousti, and Yun Tang. 2020 · 2020
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MLS: A Large-Scale Multilingual Dataset for Speech Research
Vineel Pratap, Qiantong Xu, Anuroop Sriram, Gabriel Synnaeve, and Ronan Collobert. 2020 · 2020
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Towards unsupervised learning of speech features in the wild
Morgane Riviere and Emmanuel Dupoux. 2020 · 2020
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Unsupervised pretraining transfers well across languages
Morgane Rivière, Armand Joulin, Pierre-Emmanuel Mazaré, and Emmanuel Dupoux. 2020 · 2020
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fairseq s2t: Fast speech-to-text modeling with fairseq
Changhan Wang, Yun Tang, Xutai Ma, Anne Wu, Dmytro Okhonko, and Juan Pino. 2020a · 2020
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Self-supervised representations improve end-to-end speech translation
Anne Wu, Changhan Wang, Juan Pino, and Jiatao Gu. 2020 · 2020
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MaSS: A large and clean multilingual corpus of sentence-aligned spoken utterances extracted from the Bible
Marcely Zanon Boito, William Havard, Mahault Garnerin, Éric Le Ferrand, and Laurent Besacier. 2020 · 2020
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