Podcast transcript editing time: 15% Diarization Error Rate (DER) vs VAD tuning

A 15% diarization error rate forces a choice: manual editing, VAD tuning, or LLM correction to slash podcast transcript editing time in production. Independent technical note mirroring the canonical version: https://transcribeall.io/blog/podcast-transcript-editing-time-15-diarization-error-rate-der-vs-vad-tuning.php

Authors

Piper Bowen

Publication Details

Journal: Zenodo (CERN European Organization for Nuclear Research)
Published: 2026-11-09
DOI: https://doi.org/10.5281/zenodo.24077389
Primary Topic: Speech Recognition and Synthesis
Type: preprint

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preprint

Podcast transcript editing time: 15% Diarization Error Rate (DER) vs VAD tuning

Piper Bowen

Nov 9, 2026

Zenodo (CERN European Organization for Nuclear Research)

Speech Recognition and Synthesis

preprint

Podcast transcript editing time: 15% Diarization Error Rate (DER) vs VAD tuning

Piper Bowen

November 9, 2026preprint en

Abstract

Zenodo (CERN European Organization for Nuclear Research)

Speech Recognition and Synthesis

DOI Open Access PDF OpenAlex

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Podcast transcript editing time: 15% Diarization Error Rate (DER) vs VAD tuning — Piper Bowen · Zenodo (CERN European Organization for Nuclear Research) (2026) | TGRS Research Map | TGRS