Marco Gaido

Researcher

    Short bio

    Marco Gaido obtained the PhD in Computer Science in 2023 at the University of Trento (Italy) with a thesis on Speech to Text translation and the MS in computer engineering from the Politecnico di Torino with a thesis on text clustering. Before starting his PhD, he worked in big data computing, becoming an Apache Spark contributor and Apache Livy PPMC member.

    Research topics

    Speech-to-text translation, integrative AI

    Publications

    1. Papi, Sara; Gaido, Marco; Karakanta, Alina; Cettolo, Mauro; Negri, Matteo; Turchi, Marco,
      in «TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS»,
      vol. 11,
      2023
      , pp. 1355-
      1376
    2. Gaido, Marco; Tang, Yun; Kulikov, Ilia; Huang, Rongqing; Gong, Hongyu; Inaguma, Hirofumi,
      Proceedings of ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),
      IEEE,
      2023
      , pp. 1-
      5
    3. Gaido, Marco; Papi, Sara; Negri, Matteo; Turchi, Marco,
      Joint Speech Translation and Named Entity Recognition,
      INTERSPEECH 2023,
      2023
      , pp. 47-
      51
    4. Papi, Sara; Gaido, Marco; Negri, Matteo,
      Proceedings of the 20th International Conference on Spoken Language Translation (IWSLT 2023),
      2023
      , pp. 159-
      168
    5. Gaido, Marco; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 9th Italian Conference on Computational Linguistics,
      ,
      vol. ,
      n. ,
      2023
      , pp. -
    6. Fucci, Dennis; Gaido, Marco; Papi, Sara; Cettolo, Mauro; Negri, Matteo; Bentivogli, Luisa,
      in «»,
      Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing,
      ,
      vol. ,
      n. ,
      2023
      , pp. 11505-
      11517
    7. Savoldi, Beatrice; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,
      Proceedings of the Eighth Conference on Machine Translation,
      2023
      , pp. 252-
      262
    8. Fucci, Dennis; Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,
      in «»,
      Proceedings of 2023 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU),
      ,
      vol. ,
      n. ,
      2023
      , pp. -
      8
    9. Bentivogli, Luisa; Cettolo, Mauro; Gaido, Marco; Karakanta, Alina; Negri, Matteo; Turchi, Marco,
      Proceedings of the 23rd Annual Conference of the European Association for Machine Translation,
      European Association for Machine Translation,
      2022
      , pp. 359-
      360
    10. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Proceedings of the 4th Workshop on Gender Bias in Natural Language Processing (GeBNLP),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2022
      , pp. 94-
      111
    11. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2022
      , pp. 1807-
      1824
    12. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Findings of the Association for Computational Linguistics: EMNLP 2022,
      2022
      , pp. 141-
      153
    13. Gaido, M.; Negri, M.; Turchi, M.,
      in «IJCOL»,
      vol. 8,
      n. 1,
      2022
    14. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the Third Workshop on Automatic Simultaneous Translation,
      Association for Computational Linguistics,
      2022
      , pp. 12-
      17
    15. Gaido, Marco; Papi, Sara; Fucci, Dennis; Fiameni, Giuseppe; Negri, Matteo; Turchi, Marco,
      in «»,
      Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022),
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2022
      , pp. 177-
      189
    16. Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022),
      Association for Computational Linguistics,
      2022
      , pp. 62-
      73
    17. Karakanta, Alina; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021),
      2021
      , pp. 215-
      225
    18. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
      2021
      , pp. 1698-
      1706
    19. Gaido, Marco; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      in «»,
      Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021,
      Association for Computational Linguistics,
      vol. ,
      n. ,
      2021
      , pp. 3576-
      3589
    20. Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021),
      2021
      , pp. 84-
      91
    21. Gaido, Marco; Negri, Matteo; Cettolo, Mauro; Turchi, Marco,
      Proceedings of The Fourth International Conference on Natural Language and Speech Processing (ICNLSP 2021),
      2021
      , pp. 55-
      62
    22. Gaido, Marco; Cettolo, Mauro; Negri, Matteo; Turchi, Marco,
      Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume,
      Association for Computational Linguistics,
      2021
      , pp. 690-
      696
    23. Gaido, Marco; Rodríguez, Susana; Negri, Matteo; Bentivogli, Luisa; Turchi, Marco,
      Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing,
      Association for Computational Linguistics,
      2021
      , pp. 1707-
      1716
    24. Bentivogli, Luisa; Cettolo, Mauro; Gaido, Marco; Karakanta, Alina; Martinelli, Alberto; Negri, Matteo; Turchi, Marco,
      Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers),
      Association for Computational Linguistics,
      2021
      , pp. 2873-
      2887
    25. Savoldi, Beatrice; Gaido, Marco; Bentivogli, Luisa; Negri, Marco; Turchi, Marco,
      in «TRANSACTIONS OF THE ASSOCIATION FOR COMPUTATIONAL LINGUISTICS»,
      ,
      ,
      vol. 9,
      n. ,
      2021
      , pp. 845-
      874
    26. Gaido, Marco; Di Gangi, Mattia Antonino; Negri, Matteo; Turchi, Marco,
      Proceedings of the Seventh Italian Conference on Computational Linguistics,CLiC-it 2020,
      CEUR-WS.org,
      vol. 2769,
      2020
    27. Di Gangi, Mattia A.; Gaido, Marco; Negri, Matteo; Turchi, Marco,
      Proceedings of the 14th Conference of the Association for Machine Translation in the Americas (Volume 1: Research Track),
      Association for Machine Translation in the Americas,
      2020
      , pp. 137-
      150
    28. Gaido, Marco; Di Gangi, Mattia A.; Negri, Matteo; Cettolo, Mauro; Turchi, Marco,
      Proceedings Interspeech 2020,
      2020
      , pp. 1471-
      1475
    29. Gaido, Marco; Di Gangi, Mattia A.; Negri, Matteo; Turchi, Marco,
      Proceedings of the 17th International Conference on Spoken Language Translation,
      2020
      , pp. 80-
      88
    30. Gaido, Marco; Savoldi, Beatrice; Bentivogli, Luisa; Negri, Matteo; Turchi, Marco,
      Proceedings of the 28th International Conference on Computational Linguistics,
      2020
      , pp. 3951-
      3964

    Interested in speech translation evaluation?

    Check out our LREC-COLING paper where we dive into the details, and release human assessments for @iwslt ST models!
    Data on HuggingFace🤗

    🧑‍🏫: Thurs 9:00-10:40 in Poster Area II
    📝: https://aclanthology.org/2024.lrec-main.575.pdf
    🤗: https://huggingface.co/datasets/IWSLT/da2023

    🐾🐾 How do hyenas deal with human speech?

    Discover how Hyena can be adapted to understand speech and how well it can transcribe and translate its content!

    Visit our poster! The poster session @LrecColing is live now, Area 1!

    #LRECCOLING2024 #speech

    🐾 Do you wanna see a Hyena in action? 🐾

    🥁 Tomorrow @mgaido91 will present the paper "How do Hyenas deal with Human Speech? Speech Recognition and Translation with ConfHyena" at @LrecColing!

    ⏲️ Poster session 1: 11:00-12:40

    🦴 See you there!

    #NLProc #LRECCOLING2024 #ASR #ST

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