BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric

16 December 2022

Mingda Chen

Paul-Ambroise Duquenne

Papers citing "BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric"

44 / 44 papers shown

Title
Sentence-level Aggregation of Lexical Metrics Correlates Stronger with Human Judgements than Corpus-level Aggregation Paulo Cavalin P. Domingues Claudio S. Pinhanez 71 1 0 03 Jul 2024
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 81 57 0 15 Dec 2022
Speech-to-Speech Translation For A Real-world Unwritten Language Peng-Jen Chen Ke M. Tran Yilin Yang Jingfei Du Justine T. Kao ... Sravya Popuri Changhan Wang J. Pino Wei-Ning Hsu Ann Lee 74 26 0 11 Nov 2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations Paul-Ambroise Duquenne Hongyu Gong Ning Dong Jingfei Du Ann Lee Vedanuj Goswani Changhan Wang J. Pino Benoît Sagot Holger Schwenk 90 37 0 08 Nov 2022
A Textless Metric for Speech-to-Speech Comparison Laurent Besacier S. Ribeiro Olivier Galibert Ioan Calapodescu 72 5 0 21 Oct 2022
Simple and Effective Unsupervised Speech Translation Changhan Wang Hirofumi Inaguma Peng-Jen Chen Ilia Kulikov Yun Tang Wei-Ning Hsu Michael Auli J. Pino SSL 57 14 0 18 Oct 2022
No Language Left Behind: Scaling Human-Centered Machine Translation Nllb team Marta R. Costa-jussá James Cross Onur cCelebi Maha Elbayad ... Alexandre Mourachko C. Ropers Safiyyah Saleem Holger Schwenk Jeff Wang MoE 220 1,260 0 11 Jul 2022
Bitext Mining Using Distilled Sentence Representations for Low-Resource Languages Kevin Heffernan Onur cCelebi Holger Schwenk 119 55 0 25 May 2022
Consistent Human Evaluation of Machine Translation across Language Pairs Daniel Licht Cynthia Gao Janice Lam Francisco Guzman Mona T. Diab Philipp Koehn 57 18 0 17 May 2022
SAMU-XLSR: Semantically-Aligned Multimodal Utterance-level Cross-Lingual Speech Representation Sameer Khurana Antoine Laurent James R. Glass 48 36 0 17 May 2022
MAESTRO: Matched Speech Text Representations through Modality Matching Zhehuai Chen Yu Zhang Andrew Rosenberg Bhuvana Ramabhadran Pedro J. Moreno Ankur Bapna Heiga Zen 48 107 0 07 Apr 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
Textless Speech-to-Speech Translation on Real Data Ann Lee Hongyu Gong Paul-Ambroise Duquenne Holger Schwenk Peng-Jen Chen ... Sravya Popuri Yossi Adi J. Pino Jiatao Gu Wei-Ning Hsu 64 147 0 15 Dec 2021
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 99 700 0 17 Nov 2021
Towards Building ASR Systems for the Next Billion Users Tahir Javed Sumanth Doddapaneni A. Raman Kaushal Bhogale Gowtham Ramesh Anoop Kunchukuttan Pratyush Kumar Mitesh M. Khapra 61 55 0 06 Nov 2021
Assessing Evaluation Metrics for Speech-to-Speech Translation Elizabeth Salesky Julian Mäder Severin Klinger 56 14 0 26 Oct 2021
Learning Compact Metrics for MT Amy Pu Hyung Won Chung Ankur P. Parikh Sebastian Gehrmann Thibault Sellam 61 101 0 12 Oct 2021
fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit Changhan Wang Wei-Ning Hsu Yossi Adi Adam Polyak Ann Lee Peng-Jen Chen Jiatao Gu J. Pino VLM 100 32 0 14 Sep 2021
To Ship or Not to Ship: An Extensive Evaluation of Automatic Metrics for Machine Translation Tom Kocmi C. Federmann Roman Grundkiewicz Marcin Junczys-Dowmunt Hitokazu Matsushita Arul Menezes 80 210 0 22 Jul 2021
Direct speech-to-speech translation with discrete units Ann Lee Peng-Jen Chen Changhan Wang Jiatao Gu Sravya Popuri ... Yossi Adi Qing He Yun Tang J. Pino Wei-Ning Hsu 62 188 0 12 Jul 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden Units Wei-Ning Hsu Benjamin Bolte Yao-Hung Hubert Tsai Kushal Lakhotia Ruslan Salakhutdinov Abdel-rahman Mohamed SSL 163 2,949 0 14 Jun 2021
Speech Resynthesis from Discrete Disentangled Self-Supervised Representations Adam Polyak Yossi Adi Jade Copet Eugene Kharitonov Kushal Lakhotia Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux 80 318 0 01 Apr 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 54 125 0 02 Feb 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 86 486 0 02 Jan 2021
COMET: A Neural Framework for MT Evaluation Ricardo Rei Craig Alan Stewart Ana C. Farinha A. Lavie 104 1,091 0 18 Sep 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 162 906 0 03 Jul 2020
Unsupervised Cross-lingual Representation Learning for Speech Recognition Alexis Conneau Alexei Baevski R. Collobert Abdel-rahman Mohamed Michael Auli SSL 144 780 0 24 Jun 2020
wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations Alexei Baevski Henry Zhou Abdel-rahman Mohamed Michael Auli SSL 282 5,790 0 20 Jun 2020
BLEURT: Learning Robust Metrics for Text Generation Thibault Sellam Dipanjan Das Ankur P. Parikh 94 1,496 0 09 Apr 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 111 1,808 0 22 Jan 2020
Common Voice: A Massively-Multilingual Speech Corpus Rosana Ardila Megan Branson Kelly Davis Michael Henretty M. Kohler Josh Meyer Reuben Morais Lindsay Saunders Francis M. Tyers Gregor Weber VLM 91 1,595 0 13 Dec 2019
Europarl-ST: A Multilingual Corpus For Speech Translation Of Parliamentary Debates Javier Iranzo-Sánchez J. Silvestre-Cerdà Javier Jorge Nahuel Roselló Adria Giménez Albert Sanchis Jorge Civera Saiz Alfons Juan-Císcar 65 184 0 08 Nov 2019
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 212 6,555 0 05 Nov 2019
High Fidelity Speech Synthesis with Adversarial Networks Mikolaj Binkowski Jeff Donahue Sander Dieleman Aidan Clark Erich Elsen Norman Casagrande Luis C. Cobo Karen Simonyan 278 240 0 25 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,193 0 27 Aug 2019
Multilingual Universal Sentence Encoder for Semantic Retrieval Yinfei Yang Daniel Cer Amin Ahmad Mandy Guo Jax Law ... Steve Yuan Chris Tar Yun-hsuan Sung B. Strope R. Kurzweil 3DV 73 477 0 09 Jul 2019
BERTScore: Evaluating Text Generation with BERT Tianyi Zhang Varsha Kishore Felix Wu Kilian Q. Weinberger Yoav Artzi 321 5,801 0 21 Apr 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 70 229 0 12 Apr 2019
wav2vec: Unsupervised Pre-training for Speech Recognition Steffen Schneider Alexei Baevski R. Collobert Michael Auli SSL 71 418 0 11 Apr 2019
fairseq: A Fast, Extensible Toolkit for Sequence Modeling Myle Ott Sergey Edunov Alexei Baevski Angela Fan Sam Gross Nathan Ng David Grangier Michael Auli VLM FaML 103 3,149 0 01 Apr 2019
CSS10: A Collection of Single Speaker Speech Datasets for 10 Languages Kyubyong Park Thomas Mulc 44 101 0 27 Mar 2019
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond Mikel Artetxe Holger Schwenk 3DV 154 1,014 0 26 Dec 2018
A Call for Clarity in Reporting BLEU Scores Matt Post 148 2,985 0 23 Apr 2018
Learning Joint Multilingual Sentence Representations with Neural Machine Translation Holger Schwenk Matthijs Douze 124 209 0 13 Apr 2017