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MimicScribe Benchmarks

Evaluation suites for the MimicScribe meeting transcription pipeline.

Benchmark What it measures Results
Diarization Speaker attribution accuracy on public corpora (AMI, Earnings-21, VoxConverse, SCOTUS) Results
Live Transcription Streaming window-stitch integrity — every stitch-point disagreement counted, words never silently dropped, content-word recall vs human transcripts, sentence punctuation Results
Meeting Assistant Real-time briefing quality — talking points, action items, question detection, interpersonal awareness, long-meeting compaction Results
Context Retrieval Reference document retrieval + end-to-end hallucination safety across 15 document types — CRM, HTML, PDF, contracts, competitive intel, strategic plans Results
Meeting Search Semantic search across months of meetings — buried sub-topics, disambiguation, ASR noise tolerance, conversational vs formal phrasing Results
Transform Selection-based text transformation quality — number/date/URL preservation, anti-injection from Reference Documents, voice matching, collision resilience Results

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Speaker diarization benchmark: AMI IHM-mix + Earnings-21 corpora with pyannote community-1 baseline

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