mlsanityData to 14 Oct 2026

SpeechT: Findings of the First Mentorship in Speech Translation

arXiv 2502.12050 ↗First posted 17 Feb 2025cs.CL cs.SDcited by 1

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Abstract (arXiv)

This work presents the details and findings of the first mentorship in speech translation (SpeechT), which took place in December 2024 and January 2025. To fulfil the mentorship requirements, the participants engaged in key activities, including data preparation, modelling, and advanced research. The participants explored data augmentation techniques and compared end-to-end and cascaded speech translation systems. The projects covered various languages other than English, including Arabic, Bengali, Galician, Indonesian, Japanese, and Spanish.

Key facts. Cited by 1 paper in the map (data through 14 Oct 2026). Builds on 14 of its 26 references that are in the map. First posted on arXiv 17 Feb 2025.

Builds on

14 of 26 references.

References · 14

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  9. 2023WhisperX: Time-Accurate Speech Transcription of Long-Form Audiocited by 326
  10. 2023Scaling up COMETKIWI: Unbabel-IST 2023 Submission for the Quality Estimation Shared Taskcited by 88
  11. 2024IndicVoices: Towards building an Inclusive Multilingual Speech Dataset for Indian Languagescited by 41
  12. 2022Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translationcited by 27
2 more
  1. 2024Findings of the IWSLT 2024 Evaluation Campaigncited by 19
  2. 2024Leveraging Synthetic Audio Data for End-to-End Low-Resource Speech Translationcited by 9

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