East African creators, with Swahili, English, and Sheng tagged correctly.

Kenyan, Tanzanian, and Ugandan creators routinely mix Swahili, English, and Sheng (Nairobi's Swahili-English fusion) — that's the daily creator-economy register. General ASR tools mishear Swahili-specific vocabulary and lose Sheng entirely. FrameIQ tags each segment in its actual language so your captions sound the way Nairobi actually talks.

Swahili + English (incl. Sheng) — what other tools produce vs what FrameIQ produces

Before

Whisper output: "niko na new project hii but trying to figure out kama bei iko sawa" (Swahili words misheard as broken English; Sheng-specific terms lost in transcription)

After

FrameIQ output: "niko na" [sw] · "new project" [en] · "hii" [sw] · "but trying to figure out" [en] · "kama bei iko sawa" [sw] — per-segment, the Sheng register preserved.

Why we built this for Swahili + English (incl. Sheng)

200M+ Swahili speakers across East Africa and a fast-growing Kenyan and Tanzanian creator scene — and Sheng (the daily Nairobi register) is almost never handled correctly by general-purpose ASR. FrameIQ takes Swahili + English + Sheng seriously instead of pretending it's broken English.

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FrameIQ also builds for these pairs