mlsanityData to 14 Oct 2026

ArzEn-ST: A Three-way Speech Translation Corpus for Code-Switched Egyptian Arabic - English

arXiv 2211.12000 ↗First posted 22 Nov 2022cs.CLcited by 13

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Abstract (arXiv)

We present our work on collecting ArzEn-ST, a code-switched Egyptian Arabic - English Speech Translation Corpus. This corpus is an extension of the ArzEn speech corpus, which was collected through informal interviews with bilingual speakers. In this work, we collect translations in both directions, monolingual Egyptian Arabic and monolingual English, forming a three-way speech translation corpus. We make the translation guidelines and corpus publicly available. We also report results for baseline systems for machine translation and speech translation tasks. We believe this is a valuable resource that can motivate and facilitate further research studying the code-switching phenomenon from a linguistic perspective and can be used to train and evaluate NLP systems.

Key facts. Cited by 13 papers in the map (data through 14 Oct 2026). Builds on 26 of its 73 references that are in the map. First posted on arXiv 22 Nov 2022.

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26 of 73 references.

References · 26

  1. 2018A Call for Clarity in Reporting BLEU Scorescited by 1,799
  2. 2019fairseq: A Fast, Extensible Toolkit for Sequence Modelingcited by 1,488
  3. 2019SpecAugment: A Simple Data Augmentation Method for Automatic Speech Recognitioncited by 1,380
  4. 2018ESPnet: End-to-End Speech Processing Toolkitcited by 558
  5. 2019The FLoRes Evaluation Datasets for Low-Resource Machine Translation: Nepali-English and Sinhala-Englishcited by 62
  6. 2017Speech Recognition Challenge in the Wild: Arabic MGB-3cited by 60
  7. 2019Code-Switching for Enhancing NMT with Pre-Specified Translationcited by 53
  8. 2020Code-switching pre-training for neural machine translationcited by 43
  9. 2021Towards One Model to Rule All: Multilingual Strategy for Dialectal Code-Switching Arabic ASRcited by 41
  10. 2020PHINC: A Parallel Hinglish Social Media Code-Mixed Corpus for Machine Translationcited by 38
  11. 2021From Machine Translation to Code-Switching: Generating High-Quality Code-Switched Textcited by 29
  12. 2021HinGE: A Dataset for Generation and Evaluation of Code-Mixed Hinglish Textcited by 28
14 more
  1. 2022End-to-End Speech Translation for Code Switched Speechcited by 26
  2. 2021Can You Traducir This? Machine Translation for Code-Switched Inputcited by 21
  3. 2016Challenges of Computational Processing of Code-Switchingcited by 20
  4. 2021Arabic Code-Switching Speech Recognition using Monolingual Datacited by 17
  5. 2018A Dataset for Building Code-Mixed Goal Oriented Conversation Systemscited by 16
  6. 2021Investigations on Speech Recognition Systems for Low-Resource Dialectal Arabic-English Code-Switching Speechcited by 15
  7. 2022Code-Switching without Switching: Language Agnostic End-to-End Speech Translationcited by 13
  8. 2013LDC Arabic Treebanks and Associated Corpora: Data Divisions Manualcited by 11
  9. 2022CALCS 2021 Shared Task: Machine Translation for Code-Switched Datacited by 9
  10. 2022Investigating Lexical Replacements for Arabic-English Code-Switched Data Augmentationcited by 9
  11. 2022Exploring Segmentation Approaches for Neural Machine Translation of Code-Switched Egyptian Arabic-English Textcited by 7
  12. 2019Code-Mixed to Monolingual Translation Frameworkcited by 4
  13. 2021Integrating Knowledge in End-to-End Automatic Speech Recognition for Mandarin-English Code-Switchingcited by 4
  14. 2021IMS' Systems for the IWSLT 2021 Low-Resource Speech Translation Taskcited by 3

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Cited by year (2026 to 14 Oct)

Citing papers per year: 2023: 3; 2024: 3; 2025: 6; 2026: 1.

13 papers.

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  1. 2024Natural Language Processing for Dialects of a Language: A Surveycited by 40
  2. 2023TADA: Task-Agnostic Dialect Adapters for Englishcited by 15
  3. 2025CS-FLEURS: A Massively Multilingual and Code-Switched Speech Datasetcited by 12
  4. 2024ZAEBUC-Spoken: A Multilingual Multidialectal Arabic-English Speech Corpuscited by 10
  5. 2025A Survey of Code-switched Arabic NLP: Progress, Challenges, and Future Directionscited by 5
  6. 2023Towards Real-World Streaming Speech Translation for Code-Switched Speechcited by 4
  7. 2023Data Augmentation Techniques for Machine Translation of Code-Switched Texts: A Comparative Studycited by 3
  8. 2024ArzEn-LLM: Code-Switched Egyptian Arabic-English Translation and Speech Recognition Using LLMscited by 3
  9. 2025DIVERS-Bench: Evaluating Language Identification Across Domain Shifts and Code-Switchingcited by 3
  10. 2025TEDxTN: A Three-way Speech Translation Corpus for Code-Switched Tunisian Arabic - Englishcited by 3
  11. 2025ArzEn-MultiGenre: An aligned parallel dataset of Egyptian Arabic song lyrics, novels, and subtitles, with English translationscited by 2
  12. 2025The Impact of Code-switched Synthetic Data Quality is Task Dependent: Insights from MT and ASRcited by 1
1 more
  1. 2026NADI 2026: The Second Multidialectal Arabic Speech Processing Shared Taskcited by 0