English

NUTS, NARS, and Speech

Machine Learning 2024-05-29 v1 Artificial Intelligence

Abstract

To investigate whether "Intelligence is the capacity of an information-processing system to adapt to its environment while operating with insufficient knowledge and resources", we look at utilising the non axiomatic reasoning system (NARS) for speech recognition. This article presents NUTS: raNdom dimensionality redUction non axiomaTic reasoning few Shot learner for perception. NUTS consists of naive dimensionality reduction, some pre-processing, and then non axiomatic reasoning (NARS). With only 2 training examples NUTS performs similarly to the Whisper Tiny model for discrete word identification.

Keywords

Cite

@article{arxiv.2405.17874,
  title  = {NUTS, NARS, and Speech},
  author = {D. van der Sluis},
  journal= {arXiv preprint arXiv:2405.17874},
  year   = {2024}
}

Comments

10 pages, 3 figures

R2 v1 2026-06-28T16:43:21.157Z