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08/22/2023
SeamlessM4T-Massively Multilingual Multimodal Machine Translation
What does it take to create the Babel Fish, a tool that can help individ...
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01/25/2023
A Holistic Cascade System, benchmark, and Human Evaluation Protocol for Expressive Speech-to-Speech Translation
Expressive speech-to-speech translation (S2ST) aims to transfer prosodic...
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12/15/2022
UnitY: Two-pass Direct Speech-to-speech Translation with Discrete Units
Direct speech-to-speech translation (S2ST), in which all components can ...
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11/11/2022
Speech-to-Speech Translation For A Real-world Unwritten Language
We study speech-to-speech translation (S2ST) that translates speech from...
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10/18/2022
Simple and Effective Unsupervised Speech Translation
The amount of labeled data to train models for speech tasks is limited f...
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04/06/2022
Enhanced Direct Speech-to-Speech Translation Using Self-supervised Pre-training and Data Augmentation
Direct speech-to-speech translation (S2ST) models suffer from data scarc...
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12/15/2021
Textless Speech-to-Speech Translation on Real Data
We present a textless speech-to-speech translation (S2ST) system that ca...
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10/15/2021
Direct simultaneous speech to speech translation
We present the first direct simultaneous speech-to-speech translation (S...
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09/14/2021
fairseq S^2: A Scalable and Integrable Speech Synthesis Toolkit
This paper presents fairseq S^2, a fairseq extension for speech synthesi...
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07/12/2021
Direct speech-to-speech translation with discrete units
We present a direct speech-to-speech translation (S2ST) model that trans...
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06/06/2021
The FLORES-101 Evaluation Benchmark for Low-Resource and Multilingual Machine Translation
One of the biggest challenges hindering progress in low-resource and mul...
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11/16/2020
Facebook AI's WMT20 News Translation Task Submission
This paper describes Facebook AI's submission to WMT20 shared news trans...
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08/02/2020
Multilingual Translation with Extensible Multilingual Pretraining and Finetuning
Recent work demonstrates the potential of multilingual pretraining of cr...
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10/15/2019
Facebook AI's WAT19 Myanmar-English Translation Task Submission
This paper describes Facebook AI's submission to the WAT 2019 Myanmar-En...
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09/28/2019
The Source-Target Domain Mismatch Problem in Machine Translation
While we live in an increasingly interconnected world, different places ...
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02/04/2019