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Multilingual Question/Answering: the DIOGENE System

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#MachineTranslation Research Unit @FBK_research. #nlproc #deeplearning #ai

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Avatar Maike Züfle @maikezufle ·
26 Jul

🇦🇹 I’ll be in Vienna for #ACL2025NLP!

Interested in training a SpeechLLM without a lot of params or data? Come to my poster:
🖼️ Mon, 18:00

Also into Speech Summarization? Join my IWSLT talk in collab with @fbk_mt:
🎤 Fri, 14:00

Happy to chat - come say hi! 😎
Papers in 🧵

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Avatar arXiv Sound @arxivsound ·
13h

Sara Papi, Maike Z\"ufle, Marco Gaido, Beatrice Savoldi, Danni Liu, Ioannis Douros, Luisa Bentivogli, Jan Niehues, "MCIF: Multimodal Crosslingual Instruction-Following Benchmark from Scientific Talks,"

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Avatar MT Group at FBK @fbk_mt ·
16 Jul

Our pick of the week by @mgaido91: "WhisperKit: On-device Real-time ASR with Billion-Scale Transformers" by Atila Orhon, Arda Okan, Berkin Durmus, @zachnagengast, and Eduardo Pacheco (ICML 2025)



#speech #speechtech #whisper #ASR #realtime

Marco Gaido @mgaido91

A couple of weeks before presenting our large-scale speech model compression task at IWSLT, here there is of the first attempts to bring large-scale models to the devices on the edge: https://arxiv.org/pdf/2507.10860... Hope to see more works along this direction!

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Avatar MT Group at FBK @fbk_mt ·
9 Jul

Our pick of the week by @FBKZhihangXie: "Adversarial Speech-Text Pre-Training for Speech Translation" by Chenxuan Liu, Liping Chen, Weitai Zhang, Xiaoxi Li, Peiwang Tang, Mingjia Yu, Sreyan Ghosh, and Zhongyi Ye (ICASSP 2025)

#speech #speechprocessing #speechtech #translation

Zhihang Xie @FBKZhihangXie

🚀 AdvST: Adversarial training aligns speech and text distributions without parallel data! Combines adversarial learning + hidden-state swapping to fix length mismatch & boost low-resource speech translation. https://ieeexplore.ieee.org/document/10888294

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