Lipi-Ghor: 885-hour diarized Bengali speech corpus from YouTube
Audio from 998 videos across 17 domains is paired with noisy captions plus a 30-hour human gold split; raw audio is not redistributed.
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Audio from 998 videos across 17 domains is paired with noisy captions plus a 30-hour human gold split; raw audio is not redistributed.
HINTT's cascaded diarization and Qwen3-ASR pipeline beat a unified speech LLM on MLC-SLM Task 1.

NVIDIA released Nemotron 3 Diarization, a 100M open-weight model tracking up to eight overlapping speakers.
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