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cs.CL2026
ASSET: Adaptive Speech Segmentation via Reinforcement Learning
Cihan Xiao, Yuan Tseng, Matthew Wiesner +4
Speech large language models (LLMs) are often built using pretrained acoustic encoders as an audio interface to an LLM decoder. However, LLMs scale poorly with input sequence lengt…
eess.AS2026
Code-Switching Spoken Language Identification as Multi-Label Set Prediction
Shunsuke Mitsumori, Matthew Wiesner, Shigeo Morishima +1
Code-switched (CS) speech leaks through the monolingual language identification (LID) filters used to curate massive speech corpora, calling for CS-aware LID (CS-LID). We formulate…