•9 min read•BrassTranscripts Team
Replace Speaker 1 & 2 with Real Names
Two fast methods to replace generic Speaker 1 and Speaker 2 labels with actual names. The MS Word shortcut plus an AI-powered approach.
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20 expert articles about speaker identification from our AI transcription insights and tutorials
•16 min read•BrassTranscripts Team
Qualitative Research Transcription: GDPR, IRB & NVivo
Qualitative researchers need GDPR-compliant transcription with speaker ID. IRB requirements, NVivo/MAXQDA import, and data privacy workflows.
Read More →•9 min read•BrassTranscripts Team
Which Services Include Speaker Identification? (2026)
Speaker identification pricing varies wildly: some include it free, others charge extra. Compare 7 transcription services for speaker ID pricing.
Read More →•14 min read•BrassTranscripts Team
Why Speaker Identification Fails (And How to Fix It)
Speaker identification not working? The 7 most common causes of speaker labeling errors, best practices for recording, and how to fix each issue.
Read More →•11 min read•BrassTranscripts Team
WhisperX Alternative 2026: Managed AI Transcription
Skip GPU costs and self-hosting complexity. Get WhisperX large-v3 quality with Pyannote speaker diarization through a managed pay-per-use service.
Read More →•20 min read•BrassTranscripts Team
AI Transcription Service with Speaker Identification
Professional transcription with AI accuracy and speaker identification. Upload audio, get transcripts in minutes. No subscription. From $2.50.
Read More →•31 min read•BrassTranscripts Team
Small Business Meeting Minutes: AI Transcription Guide
Eliminate meeting confusion with AI transcription and automatic speaker identification. Turn discussions into organized action items and clear ownership.
Read More →•7 min read•BrassTranscripts Team
WhisperX Large-v3 Launch: Automatic Speaker ID
Professional multi-speaker transcription with WhisperX large-v3 and Pyannote 3.1 speaker diarization. 99+ languages with automatic speaker ID.
Read More →•21 min read•BrassTranscripts Team
Whisper Speaker Diarization: Python Tutorial 2026
How to add speaker diarization to OpenAI Whisper. Complete tutorial with Python code and comparison to professional services.
Read More →•20 min read•BrassTranscripts Team
Speaker Diarization: AI Identifies Who Said What
Speaker diarization automatically identifies who said what in audio recordings. Learn how it works, when to use it, and try it free with BrassTranscripts.
Read More →•31 min read•BrassTranscripts Team
AI Transcription with Speaker Identification: Complete Guide
Professional AI transcription with automatic speaker identification. Label who said what in multi-speaker audio. Accurate transcripts in minutes.
Read More →•12 min read•BrassTranscripts Team
The 30-Second Fix for Perfect Speaker Identification
Ask each speaker to identify themselves when the meeting starts. This 30-second practice saves hours of post-transcription work and boosts accuracy.
Read More →•21 min read•BrassTranscripts Team
Multi-Speaker Transcripts: SRT, VTT, JSON Formats
How to use SRT, VTT, and JSON formats for multi-speaker transcripts. Code examples, conversion tips, and a format decision matrix for video.
Read More →•28 min read•BrassTranscripts Team
Best Speaker Diarization Models Compared [2026]
Compare the best speaker diarization models of 2026. Benchmarks for Pyannote 3.1, NVIDIA NeMo, and WhisperX. Find the right model for you.
Read More →•92 min read•BrassTranscripts Team
Speaker Diarization FAQ: 24 Expert Answers (2026)
Expert answers on speaker identification, diarization software, and multi-speaker accuracy. 24+ questions answered for meetings, podcasts, interviews.
Read More →•20 min read•BrassTranscripts Team
Speaker Labels Wrong? How to Fix Transcript Speaker Errors
Fix speaker identification errors in your transcripts. Solutions for labels switching mid-conversation, too many labels, and similar voice problems.
Read More →•15 min read•BrassTranscripts Team
Who Said What? Get Speaker Names in Transcripts
Can't tell who said what? How to get real speaker names instead of generic labels. Solutions for meetings, interviews, podcasts, and group discussions.
Read More →•18 min read•BrassTranscripts Team
How to Transcribe Multiple Speakers [Complete Guide]
Guide to transcribing audio with multiple speakers. Compare AI services, open-source tools, and manual methods. How to separate and identify speakers.
Read More →•18 min read•BrassTranscripts Team
AssemblyAI Pricing: $0.15/hr Base vs $0.35/hr Real Cost
AssemblyAI pricing calculator shows real costs: $0.15/hr base becomes $0.35/hr with speaker ID, summaries, sentiment. Compare feature costs with examples.
Read More →•19 min read•BrassTranscripts Team
Multi-Speaker Transcription: Fix 'Who Said What' Issues
Panel discussions and team meetings create speaker attribution nightmares. The techniques professionals use to fix speaker identification errors.
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