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09/19/2023
Language Modeling Is Compression
It has long been established that predictive models can be transformed i...
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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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08/22/2023
SONAR: Sentence-Level Multimodal and Language-Agnostic Representations
We introduce SONAR, a new multilingual and multimodal fixed-size sentenc...
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12/16/2022
BLASER: A Text-Free Speech-to-Speech Translation Evaluation Metric
End-to-End speech-to-speech translation (S2ST) is generally evaluated wi...
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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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11/08/2022
SpeechMatrix: A Large-Scale Mined Corpus of Multilingual Speech-to-Speech Translations
We present SpeechMatrix, a large-scale multilingual corpus of speech-to-...
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05/24/2022
T-Modules: Translation Modules for Zero-Shot Cross-Modal Machine Translation
We present a new approach to perform zero-shot cross-modal transfer betw...
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12/15/2021