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09/14/2023
CoLLD: Contrastive Layer-to-layer Distillation for Compressing Multilingual Pre-trained Speech Encoders
Large-scale self-supervised pre-trained speech encoders outperform conve...
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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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07/17/2023
Multilingual Speech-to-Speech Translation into Multiple Target Languages
Speech-to-speech translation (S2ST) enables spoken communication between...
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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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10/26/2022
Improving Speech-to-Speech Translation Through Unlabeled Text
Direct speech-to-speech translation (S2ST) is among the most challenging...
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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