Papers with speech translation models
Tutorial: End-to-End Speech Translation (2021.eacl-tutorials)
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| Challenge: | Speech translation is the translation of speech in one language typically to text in another, traditionally accomplished through a combination of automatic speech recognition and machine translation. |
| Approach: | This tutorial introduces the techniques used in cutting-edge research on speech translation. |
| Outcome: | The proposed models achieve state-of-the-art performance with end-to-end speech translation for both high- and low-resource languages. |
Dialect Transfer for Swiss German Speech Translation (2023.findings-emnlp)
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| Challenge: | a study of Swiss German speech translation systems focuses on dialect diversity and differences between Swiss German and Standard German. |
| Approach: | They focus on the impact of dialect diversity and differences between Swiss German and Standard German . they first review the Swiss German dialect landscape and the differences to Standard German. |
| Outcome: | The proposed model is based on the Swiss German dialect landscape and differences to Standard German. |