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May 25, 2026
HSE Scientists Train Neural Network to 'Hear' Faults in Electric Motors
Researchers at the AI and Digital Science Institute of the HSE Faculty of Computer Science have developed a new method—the Signature-Guided Data Augmentation (SGDA) framework—that achieves 99% accuracy in motor fault detection and 86% accuracy in fault classification. The application of this approach can reduce industrial equipment repair costs, minimise downtime, and improve production safety. The study results have been published in Engineering Applications of Artificial Intelligence.
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May 25, 2026
Is It Possible to Predict a Citys Life Based on the Shape of Its Neighbourhoods?
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LSP in Use: Pragmatic Aspect of Lingual Rhythm

P. 20.
Gumovskaya G.

The article is devoted to a most specific type of language for specific purposes – the language of art – artistic literature. The organizing law of the unity of all elements of an art form creates style. It turns text into complete identity reproducing the unity of life in the art world created by the author. One of the carriers of style is rhythm. Rhythm may turn a simple sequence of speech elements into a significant sequence, a meaningful unity. The objective of the article is to master a working approach to the intricacies of lingual rhythm as related to the informational content of utterance and to demonstrate the living connection between the rhythmic patterns of utterances and their semantic-functional patterns. Rhythm, defined as a highly integrated substance, is interpreted in terms of the organic part of the general information rendered by topical chunks of speech. In imaginative speech, it constitutes an important functional sphere, powerfully affecting the reader’s perceptions, both rational and emotional. The hypothesis proposed is that at the basis of all speech production lies rhythm as alternation of repeated elements of various categorical statuses.

Language: English
Full text
Keywords: artsegmental and supra-segmental rhythmsjazz chantslanguages for specific purposesartistic literatureprose works

In book

2 nd International Conference of the Slovene Association of LSP Teachers Languages for Specific Purposes: Opportunities and Challenges of Teaching and Research Online, 15-16 October 2020. BOOK OF ABSTRACTS
2 nd International Conference of the Slovene Association of LSP Teachers Languages for Specific Purposes: Opportunities and Challenges of Teaching and Research Online, 15-16 October 2020. BOOK OF ABSTRACTS
Ljubljana: Slovene Association of LSP Teachers, 2020.
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