On-device research index

arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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2 results for “UFANS”

FPETS : Fully Parallel End-to-End Text-to-Speech Systemeess.AS

FPETS speeds up TTS by 600X and reduces errors.

problem High latency and errors in end-to-end TTS systems.

method Non-autoregressive, fully parallel approach with UFANS and trainable position encoding.

result Significant speed up and better quality audios with fewer errors.

TTS end-to-end parallel computation UFANS position encoding

2018-12-12abs ↗pdf ↗

Unsupervised Fault Detection in Varying Operating Conditionsstat.ML

Unsupervised methods detect faults in industrial systems with limited data.

problem Challenges in training data-driven fault detection models with scarce or unavailable data.

method Proposes five approaches: baseline, incremental learning, fleet comparison, and UFAN.

result UFAN outperforms other methods in detecting faults in dissimilar units.

fault detection unsupervised learning industrial systems fleet comparison feature alignment

2019-07-15abs ↗pdf ↗