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Updated , rescanned every two hoursTuesday, November 10, 2026

126 likesNew · 5d old

Tiny CPU-only TTS model beats big audio giants

VoiceInferenceRAG & Memory

ConwayResearch/Underdog-Woof: preview

What is Underdog-Woof?

Underdog Woof is a 40 MB English text-to-speech model that runs on a laptop CPU using only NumPy. It offers two voices, reads numbers and dates naturally, and is over a thousand times smaller than the 41 GB Fish Audio Drama 3 model.

Who it is for

If you need quick, low-resource speech synthesis for scripts or accessibility, you can run it locally without a GPU or cloud API.

How to try it

Open the demo at https://underdog.ai/woof

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The story so far

Early Signal first spotted ConwayResearch/Underdog-Woof on November 9, 2026, with 126 likes. On its busiest day it gained 25 likes. The project is 5 days old. Early Signal files it under Voice, Inference, RAG & Memory.

Questions about Underdog-Woof

How do I try Underdog-Woof?
Open the demo at https://underdog.ai/woof
What do I need to run Underdog-Woof?
Python with NumPy installed

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