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cs.CL2026
Multilingual Long-Form Speech Instruction Following: KIT's Submission to IWSLT 2026
Enes Yavuz Ugan, Maike Züfle, Yuka Ko +5
With the advent of Large Language Models, single-task and token-based multi-task models have evolved into instruction-based systems that infer task and target language implicitly f…
cs.CL2026
MUSCAT: MUltilingual, SCientific ConversATion Benchmark
Supriti Sinhamahapatra, Thai-Binh Nguyen, Yiğit Oğuz +3
The goal of multilingual speech technology is to facilitate seamless communication between individuals speaking different languages, creating the experience as though everyone were…
cs.CL2024
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal Representations
Hyunji Lee, Danni Liu, Supriti Sinhamahapatra +1
Multimodal foundation models aim to create a unified representation space that abstracts away from surface features like language syntax or modality differences. To investigate thi…