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YHYingxu Heincliolabs.hashnode.dev·Mar 18 · 13 min read

We Used an AudioLLM's Speaker Tags to Guide Diarization. Here's What We Learned.

Building LLM-guided speaker diarization for production ASR — the architecture, the algorithm, and the failures that taught us the most — by Yingxu He Sirui Lewis Won You're building a speech transcrip

RYRamhee Yeoninramieeee.me·Jul 5, 2025 · 6 min read

[Paper Review] Revolutionizing Speaker Recognition and Diarization: A Novel Methodology in Speech Analysis

It is my first paper review about Speech-to-Text methodology. After reading this paper I tried to dig into the sound and wave world to learn how the digitalized sound data is transformed into the form that humans can understand. My company is now wor...

MPMaksim Panfilovinm.z3r.io·Apr 4, 2025 · 26 min read

RTTM format specification and its application

Rich Transcription Time Marked (RTTM) is a widely used, text-based format for annotating audio and video, representing results of speech recognition, speaker diarization, and related metadata. Developed by NIST in the early 2000s, RTTM files consist ...