Simple and Effective Unsupervised Speech Translation

18 October 2022

Papers citing "Simple and Effective Unsupervised Speech Translation"

31 / 31 papers shown

Title
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units Hirofumi Inaguma Sravya Popuri Ilia Kulikov Peng-Jen Chen Changhan Wang Yu-An Chung Yun Tang Ann Lee Shinji Watanabe J. Pino 71 53 0 15 Dec 2022
Towards End-to-end Unsupervised Speech Recognition Alexander H. Liu Wei-Ning Hsu Michael Auli Alexei Baevski SSL 31 74 0 05 Apr 2022
Unsupervised Text-to-Speech Synthesis by Unsupervised Automatic Speech Recognition Junrui Ni Liming Wang Heting Gao Kaizhi Qian Yang Zhang Shiyu Chang M. Hasegawa-Johnson 25 25 0 29 Mar 2022
CVSS Corpus and Massively Multilingual Speech-to-Speech Translation Yeting Jia Michelle Tadmor Ramanovich Quan Wang Heiga Zen SLR 44 67 0 11 Jan 2022
XLS-R: Self-supervised Cross-lingual Speech Representation Learning at Scale Arun Babu Changhan Wang Andros Tjandra Kushal Lakhotia Qiantong Xu ... Yatharth Saraf J. Pino Alexei Baevski Alexis Conneau Michael Auli SSL 61 678 0 17 Nov 2021
Translatotron 2: High-quality direct speech-to-speech translation with voice preservation Ye Jia Michelle Tadmor Ramanovich Tal Remez Roi Pomerantz 35 69 0 19 Jul 2021
R-Drop: Regularized Dropout for Neural Networks Xiaobo Liang Lijun Wu Juntao Li Yue Wang Qi Meng Tao Qin Wei Chen Hao Fei Tie-Yan Liu 57 430 0 28 Jun 2021
Cascade versus Direct Speech Translation: Do the Differences Still Make a Difference? L. Bentivogli Mauro Cettolo Marco Gaido Alina Karakanta A. Martinelli Matteo Negri Marco Turchi 25 80 0 02 Jun 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 91 273 0 24 May 2021
AlloST: Low-resource Speech Translation without Source Transcription Yao-Fei Cheng Hung-Shin Lee Hsin-Min Wang 38 8 0 01 May 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-Training Wei-Ning Hsu Anuroop Sriram Alexei Baevski Tatiana Likhomanenko Qiantong Xu ... Jacob Kahn Ann Lee R. Collobert Gabriel Synnaeve Michael Auli SSL 42 239 0 02 Apr 2021
VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation Changhan Wang M. Rivière Ann Lee Anne Wu Chaitanya Talnikar Daniel Haziza Mary Williamson J. Pino Emmanuel Dupoux SSL 48 477 0 02 Jan 2021
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 41 267 0 11 Oct 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 107 5,677 0 20 Jun 2020
Multilingual Denoising Pre-training for Neural Machine Translation Yinhan Liu Jiatao Gu Naman Goyal Xian Li Sergey Edunov Marjan Ghazvininejad M. Lewis Luke Zettlemoyer AI4CE AIMat 92 1,786 0 22 Jan 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 126 6,454 0 05 Nov 2019
Direct speech-to-speech translation with a sequence-to-sequence model Ye Jia Ron J. Weiss Fadi Biadsy Wolfgang Macherey Melvin Johnson Zhiwen Chen Yonghui Wu 48 225 0 12 Apr 2019
wav2vec: Unsupervised Pre-training for Speech Recognition Steffen Schneider Alexei Baevski R. Collobert Michael Auli SSL 33 418 0 11 Apr 2019
Unsupervised Speech Recognition via Segmental Empirical Output Distribution Matching Chih-Kuan Yeh Jianshu Chen Chengzhu Yu Dong Yu 62 40 0 23 Dec 2018
Towards Unsupervised Speech-to-Text Translation Yu-An Chung W. Weng S. Tong James R. Glass 58 42 0 04 Nov 2018
Pre-training on high-resource speech recognition improves low-resource speech-to-text translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 40 194 0 05 Sep 2018
Completely Unsupervised Phoneme Recognition by Adversarially Learning Mapping Relationships from Audio Embeddings Da-Rong Liu Kuan-Yu Chen Hung-yi Lee Lin-Shan Lee SSL 39 48 0 01 Apr 2018
Low-Resource Speech-to-Text Translation Sameer Bansal Herman Kamper Karen Livescu Adam Lopez Sharon Goldwater 36 56 0 24 Mar 2018
Augmenting Librispeech with French Translations: A Multimodal Corpus for Direct Speech Translation Evaluation A. Kocabiyikoglu Laurent Besacier Olivier Kraif 37 104 0 09 Feb 2018
Unsupervised Machine Translation Using Monolingual Corpora Only Guillaume Lample Alexis Conneau Ludovic Denoyer MarcÁurelio Ranzato SSL 86 1,091 0 31 Oct 2017
Unsupervised Neural Machine Translation Mikel Artetxe Gorka Labaka Eneko Agirre Kyunghyun Cho 62 772 0 30 Oct 2017
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 256 1,646 0 11 Oct 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 321 129,831 0 12 Jun 2017
Sequence-to-Sequence Models Can Directly Translate Foreign Speech Ron J. Weiss J. Chorowski Navdeep Jaitly Yonghui Wu Zhiwen Chen 66 341 0 24 Mar 2017
Towards speech-to-text translation without speech recognition Sameer Bansal Herman Kamper Adam Lopez Sharon Goldwater 10 72 0 13 Feb 2017
Listen and Translate: A Proof of Concept for End-to-End Speech-to-Text Translation Alexandre Berard Olivier Pietquin Christophe Servan Laurent Besacier 60 314 0 06 Dec 2016