MLALab.ai

The tool runs two workflows: paste an existing video URL and receive dubbed audio with burned-in subtitles across up to 27 languages, or paste a script and receive an AI-generated video with voiceover, subtitles, and background music across those same languages. Both outputs include translated titles, descriptions, and tags for multilingual SEO. Pay-per-use credits replace a subscription, which fits project-based production better than a monthly commitment. No API and no self-hosting mean every job runs through the vendor's pipeline — your upload volume is capped by their queue, not your infrastructure. Teams doing high-frequency, programmatic dubbing will hit that ceiling fast.