Yasmin Moslem's Avatar

Yasmin Moslem

@ymoslem.bsky.social

NLP Researcher at ADAPT Centre | PhD Machine Translation, Speech, LLMs

55 Followers  |  173 Following  |  1 Posts  |  Joined: 12.03.2025  |  2.3181

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Yasmin Moslem, a researcher at the ADAPT Centre and @tcddublin.bsky.social, has had two papers accepted for presentation at the prestigious International Conference on Spoken Language Translation (#IWSLT) 2025. Learn more: www.adaptcentre.ie/news-and-eve...

01.08.2025 10:27 — 👍 0    🔁 1    💬 0    📌 0
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Efficient Speech Translation through Model Compression and Knowledge Distillation Efficient deployment of large audio-language models for speech translation remains challenging due to their significant computational requirements. In this paper, we address this challenge through our...

Deployment of large audio-language models is challenging. In our #IWSLT2025 research, we compressed Qwen2-Audio-7B to be 50% smaller, while retaining #speech translation quality. We used a mix of ✂️ iterative layer pruning, 💿quantization, and 📚knowledge distillation. #NLProc

arxiv.org/abs/2505.20237

03.06.2025 06:38 — 👍 2    🔁 0    💬 0    📌 0

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