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Savoldi, Beatrice; Piergentili, Andrea; Fucci, Dennis; Negri, Matteo; Bentivogli, Luisa,in «»,Proceedings of the 18th Conference of the European Chapter of the Association for Computational Linguistics (Volume 2: Short Papers),Association for Computational Linguistics,vol. ,n. ,2024, pp. 256-267
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Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,in «»,Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024),,vol. ,n. ,2024, pp. 8184-8191
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Papi, Sara; Wang, Peidong; Chen, Junkun; Xue, Jian; Kanda, Naoyuki; Li, Jinyu; Gaur, Yashesh,in «»,Proceedings of ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP),IEEE,vol. ,n. ,2024, pp. -
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Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,in «»,Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),,vol. ,n. ,2024, pp. 72-79
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Gaido, Marco; Papi, Sara; Cettolo, Mauro; Cattoni, Roldano; Piergentili, Andrea; Negri, Matteo; Bentivogli, Luisa,in «»,Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),,vol. ,n. ,2024, pp. 86-96
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Gaido, Marco; Papi, Sara; Negri, Matteo; Cettolo, Mauro; Bentivogli, Luisa,in «»,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),,vol. ,n. ,2024, pp. 3673-3691
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Papi, Sara; Gaido, Marco; Negri, Matteo; Bentivogli, Luisa,StreamAtt: Direct Streaming Speech-to-Text Translation with Attention-based Audio History Selection,in «»,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),,vol. ,n. ,2024, pp. 3692-3707
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Gaido, Marco; Papi, Sara; Negri, Matteo; Bentivogli, Luisa,in «»,Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers),,vol. ,n. ,2024, pp. 14760-14778
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Gaido, Marco; Papi, Sara; Bentivogli, Luisa; Brutti, Alessio; Cettolo, Mauro; Gretter, Roberto; Matassoni, Marco; Nabih, Mohamed; Negri, Matteo,MOSEL: 950,000 Hours of Speech Data for Open-Source Speech Foundation Model Training on EU Languages,in «»,Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,,vol. ,n. ,2024, pp. 13934-13947
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Savoldi, Beatrice; Papi, Sara; Negri, Matteo; Guerberof-Arenas, Ana; Bentivogli, Luisa,in «»,Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing,,vol. ,n. ,2024, pp. 18048-18076
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Ahmad, Ibrahim Said; Anastasopoulos, Antonios; Bojar, Ondřej; Borg, Claudia; Carpuat, Marine; Cattoni, Roldano; Cettolo, Mauro; Chen, William; Dong, Qianqian; Federico, Marcello; Haddow, Barry; Javorský, Dávid; Krubiński, Mateusz; Kim Lam, Tsz; Ma, Xutai; Mathur, Prashant; Matusov, Evgeny; Maurya, Chandresh; Mccrae, John; Murray, Kenton; Nakamura, Satoshi; Negri, Matteo; Niehues, Jan; Niu, Xing; Ojha, Atul Kr.; Ortega, John; Papi, Sara; Polák, Peter; Pospíšil, Adam; Pecina, Pavel; Salesky, Elizabeth; Sethiya, Nivedita; Sarkar, Balaram; Shi, Jiatong; Sikasote, Claytone; Sperber, Matthias; Stüker, Sebastian; Sudoh, Katsuhito; Thompson, Brian; Waibel, Alex; Watanabe, Shinji; Wilken, Patrick; Zemánek, Petr; Zevallos, Rodolfo,in «»,Proceedings of the 21st International Conference on Spoken Language Translation (IWSLT 2024),,vol. ,n. ,2024, pp. 1-11
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Our pick of the week by @FBKZhihangXie: "When End-to-End is Overkill: Rethinking Cascaded Speech-to-Text Translation" by Anna Min, et al, 2025.
Today's task: model compression!!
🎯 Goal: Compress a large, general-purpose multimodal model, making speech translation more efficient ⚡️, deployable 📲, and sustainable ♻️, while preserving translation quality ⭐️
#AI #SpeechTech #ModelCompression #LLMcompression
First up, a new task for 2025:
*Instruction-following for speech processing!*
Explore instruction-following for speech ⇨
Integrate speech foundation models with LLMs across tasks such as speech translation, recognition, summarization, and QA.
🔗:
📢Workshop gratuito 05/02: “Lo stato dell'arte nelle tecnologie per il riconoscimento del parlato.”
Diretta YouTube: https://www.youtube.com/live/i4x7w8fIIXo?si=wYvvrO3-MSh7Yik4
Registrazione: https://www.eventbrite.com/e/biglietti-lo-stato-dellarte-nelle-tecnologie-per-il-riconoscimento-del-parlato-1109098797359?aff=oddtdtcreator