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Between words and characters: A Brief History of Open-Vocabulary Modeling and Tokenization in NLP
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In: https://hal.inria.fr/hal-03540069 ; 2022 (2022)
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KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning
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Assessing Evaluation Metrics for Speech-to-Speech Translation ...
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Abstract:
Speech-to-speech translation combines machine translation with speech synthesis, introducing evaluation challenges not present in either task alone. How to automatically evaluate speech-to-speech translation is an open question which has not previously been explored. Translating to speech rather than to text is often motivated by unwritten languages or languages without standardized orthographies. However, we show that the previously used automatic metric for this task is best equipped for standardized high-resource languages only. In this work, we first evaluate current metrics for speech-to-speech translation, and second assess how translation to dialectal variants rather than to standardized languages impacts various evaluation methods. ... : 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) ...
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URL: http://hdl.handle.net/20.500.11850/524299 https://dx.doi.org/10.3929/ethz-b-000524299
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Assessing Evaluation Metrics for Speech-to-Speech Translation ...
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The Multilingual TEDx Corpus for Speech Recognition and Translation ...
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A surprisal--duration trade-off across and within the world's languages ...
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Assessing Evaluation Metrics for Speech-to-Speech Translation
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In: 2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU) (2021)
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Robust Open-Vocabulary Translation from Visual Text Representations ...
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SIGMORPHON 2020 Shared Task 0: Typologically Diverse Morphological Inflection ...
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SIGTYP 2020 Shared Task: Prediction of Typological Features ...
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Generalized Entropy Regularization or: There’s Nothing Special about Label Smoothing ...
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A Corpus for Large-Scale Phonetic Typology
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In: Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics (2020)
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