Observed arrival · 2026-10-12
RoamingPigs Research Notes
An independent researcher publishes small experiments on speech models, verifier ensembles, and local inference hardware, with methods, data, and limits attached to the results.
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- Results are labeled measured, modelled, simulated, or proposed; records link to data, corrections, and reproduction materials.
Field notes
Each record separates the observed result from the conditions that produced it. The featured speech analysis specifies greedy decoding, CPU execution, a Whisper English text normaliser, and 10,000-resample bootstrapping over calls. Its caveats also note that the speech is synthetic, the channel is simulated, and the intervals do not generalize to other speakers or phrasings.
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