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Mattt's Swift speech and decision packages

Project Oct 29, 2026

Community Swift packages for interchangeable speech-recognition engines and typed classification decisions with probabilities.

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Author-published Emoji Magnet demo showing the phrase things you wear and matching emoji lifted above a pile of other emoji.
Frame from Mattt's Emoji Magnet demonstration in the October 29 announcement. The published video uses the hosted Jev backend; this is an author demonstration, not an AITrending local inference test. Source: Mattt / Hugging Face
decision-modelsai-agents

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Mattt's Swift speech and decision packages timeline

AnySpeechRecognizer mirrors Apple’s modern Speech API while supporting alternative engines, including Parakeet and Qwen3-ASR. It adds Sortformer speaker diarization. AnyDecisionModel exposes binary, multiple-choice and ordinal decisions with probability distributions through local and hosted backends.

These are community packages by Mattt, announced together on October 29, 2026. Hardware requirements and capabilities vary by backend. The decision package warns that confidence measures concentration of probabilities, not the chance an answer is correct.