Kajo Blog
Transcription knowledge,
actually useful.
Comparisons, use-case guides, multilingual tips, and deep dives into local AI transcription.
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3 postsKajo Voice vs the Whisper CLI: When to Use Each
Whisper from a terminal is powerful and free. Kajo Voice runs the same open-weight model inside a desktop app with speaker labels, a private library, on-device translation and summaries, and cited chat. Here's how they compare, honestly.
One-Time vs Subscription Transcription: The Real Cost of Owning Your Archive
Compare subscription transcription pricing to a one-time lifetime purchase — why local-first economics favor paying once for on-device transcription, a private library, and cited chat.
An Otter.ai Alternative That Never Uploads Your Audio
Looking for an Otter alternative without cloud uploads? Compare local-first Kajo Voice — on-device transcription, speaker labels, a private library, cited chat — to Otter's upload-and-subscribe model.
Use Cases
4 postsHIPAA and Local Transcription: Keeping PHI on Your Device
How on-device transcription changes the HIPAA conversation for therapists, clinical supervisors, and other session-based practitioners who already record: when protected health information never leaves your machine, there is no transcription vendor in the chain.
Transcription for Journalists: Source-Protecting by Construction
Journalists need transcription that is searchable and protects sources. Kajo Voice runs on your machine — no audio uploaded, no third party with access to your interviews, and a private archive you can ask with citations.
Transcription for Qualitative Researchers: Interviews, Focus Groups, and Field Recordings
How academic and UX researchers use Kajo Voice — the local-first audio knowledge base — to transcribe interviews on their own machines, label speakers, ask a study folder with citations, and export QDPX.
Watch Folders for Interview Archives: Auto-Import Without Cloud Sync Theater
How researchers and journalists use local watch folders to grow a private interview archive — automatic intake on disk, on-device transcription, no upload pipeline. A Lifetime feature, explained honestly.
Guides & Deep Dives
12 postsArabic Transcription Software: MSA, Dialects, and Code-Switching
How Kajo Voice handles Modern Standard Arabic, Egyptian, Gulf, Levantine, and Moroccan dialects — plus Arabic-English and Arabic-French code-switching — with on-device transcription, speaker labels, and translation.
Code-Switching in Transcription: How AI Handles Multilingual Speech
What code-switching is, why it breaks most transcription tools, and how Kajo Voice's multilingual on-device transcription handles mid-sentence language transitions — honestly, including what to review.
Free Transcription Software in 2026: What "Free" Gets You When the Audio Can't Be Uploaded
A roundup of transcription tools that are free and keep audio on your machine — manual tools, the open-weight model from a terminal, local desktop apps, and Kajo Voice Free — with the cloud free tiers as the counter-example.
How to Transcribe an Interview Archive on Your Own Machine
A step-by-step guide to turning the recordings you already have into transcripts, speaker labels, summaries, and a private library you can ask with citations — on your own machine, with no upload. Formats, review, export, and what to expect.
Linux Desktop Transcription: Local AI Without a Mac Tax
How to run on-device transcription on Linux with Kajo Voice — one on-device engine, speaker labels, a private library, cited chat — packaged as .deb, .rpm, AppImage, and tar.gz for x86_64 and ARM64, when most voice AI apps skip Linux entirely.
Cited Chat Over Local Audio Archives: Ask Your Recordings, Keep the Receipts
How on-device cited chat turns a private transcript library into a searchable knowledge base — answers linked back to the source recording, scoped to the folder you are in, with no cloud upload.
Local vs Cloud Transcription: Which Is Right for You?
A complete breakdown of local AI transcription (Kajo Voice) vs cloud services (Otter, Fireflies, AssemblyAI). Privacy, cost, accuracy, offline use, and compliance — all compared honestly, with sourced prices.
Offline AI Transcription: Download Once, Then Run Air-Gapped
How Kajo Voice runs the whole loop — transcription, speaker labels, translation, summaries, cited chat — with the network off on Mac, Windows, or Linux. What downloads, what still talks to the network, and how to move the models to an air-gapped machine.
QDPX Export for NVivo Without Uploading Your Interviews
How qualitative researchers get REFI-QDA (QDPX) exports from the local-first audio knowledge base — ready for NVivo, ATLAS.ti, and MAXQDA — without sending audio to the cloud.
Transcription Accuracy: What to Expect from On-Device Transcription — and How to Check It on Your Own Audio
What published benchmarks say about the model Kajo Voice runs, what actually drives word error rate, and how to measure accuracy on your own recordings before you pay.
The Privacy Guide to AI Transcription: What Happens to Your Audio
A detailed guide to what cloud transcription services do with your audio, the GDPR and confidentiality implications, and how to choose a transcription tool that protects sensitive conversations.
Whisper Large-v3 Turbo: The Model Kajo Voice Ships and Why
Whisper large-v3 turbo is OpenAI's speed-optimized Whisper variant — and Kajo Voice's single on-device transcription engine. Here's how it works, how it compares to the full large-v3, and why it's the right choice for on-device use.
Multilingual
3 postsMultilingual Transcription Software: Every Language in Your Recordings, Including Code-Switching
Kajo Voice transcribes dozens of languages on your own machine and keeps mixed-language speech as spoken — Spanish↔English, Arabic↔French — then translates on-device. No cloud, no per-minute bill.
Spanish-English Interviews: Transcribe the Mix as Spoken, Ask in Either Language
Kajo Voice transcribes Spanish-English interviews on your machine as they were spoken, translates on-device, and answers questions across a folder with citations — no upload, no per-minute cloud bill.
Kajo Voice: قاعدة المعرفة الصوتية المحلية — نسخ وترجمة ودردشة باقتباسات على جهازك
Kajo Voice يحوّل أي تسجيل صوتي أو مرئي إلى نص ومكتبة خاصة قابلة للبحث على جهازك — دون رفع أي ملف إلى الإنترنت. يدعم 98 لغة بما فيها العربية، مع تمييز المتحدثين والترجمة والدردشة باقتباسات. متاح لـ Mac وWindows وLinux.
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