works on
large language models 1low-rank adaptation 1multilingual asr 1overlap handling 1speaker clustering 1speaker diarization 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.SD2026

An Omnilingual-ASR-Based Speech-LLM System for the 2nd MLC-SLM Challenge

Shuming Fang, Shuifei Zeng

The paper presents a cascaded diarization‑then‑recognition system for the 2nd MLC‑SLM Challenge, combining WavLM‑based segmentation, CAM++ speaker clustering, and a LoRA‑adapted 7B…