Reviews & guides
Every review here starts from a recording whose correct wording is known before any tool sees it, so accuracy comes out as a number rather than an adjective. Where we got something wrong, the correction stays on the page.
- ElevenLabs Dubbing Review: Great Voices, Watch the Meter
We measured ElevenLabs dubbing to the millisecond and read the Chinese output. Timing alignment is excellent, the translation underneath is not, and the pricing is the real story.
- Happy Scribe vs Maestra: Which Subtitle Tool Wins in 2026?
We tested Happy Scribe vs Maestra with the same audio and scoring method. Transcription quality is a statistical tie; the real gap is free-tier access and price.
- Happy Scribe Review: We Measured It Against Ground Truth
A measured Happy Scribe review: 0.37% word error rate on clean and degraded audio, where punctuation breaks down, and why the Chinese subtitles need reformatting.
- Bilingual Subtitles for Language Learning: Setup That Works
Build dual-language SRT files for bilingual subtitles language learning: which players render two lines well, and why MT errors teach more than clean translations.
- YouTube Auto-Translate Is Worse Than You Think: Here's the Fix
YouTube auto translate captions stack two error sources, ASR and MT, until accuracy collapses. Here's how to download, fix, and properly translate yours.
- Fix Out-of-Sync Subtitles: Constant Offset vs Frame-Rate Drift
Subtitles out of sync? Diagnose constant offset vs frame-rate drift in seconds, then apply the right fix (shift or re-time) with concrete fps numbers.
- SRT vs VTT: Every Difference That Actually Matters
SRT vs VTT compared: syntax, styling support, player compatibility with HTML5, YouTube, Vimeo, and VLC, plus when to use each format.
- How to Add Subtitles to Any Video for Free (2026 Workflow)
Add subtitles to video free in five steps: auto-transcribe, fix timing, translate, convert SRT/VTT, then mux with ffmpeg or drop into any player.
- How to Translate SRT Files for Free: 3 Ways That Actually Work
Browser tools, desktop software, and vendor free tiers compared, with the catches nobody mentions.