Author

S. Chevtchenko

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#machine learning Preprint Sep 2026

BranchShine-CR: Compact Multilingual IPA Transcription with Self-Conditioned CTC and Consistency Regularization

BranchShine-CR is introduced, a 25M-parameter model for multilingual transcription into the International Phonetic Alphabet that supports compact IPA recognition capabilities under limited compute budget, for applications in low-resource on-device pronunciation assessment.

Nikhil Navas, S. Chevtchenko, Talisson Damiao et al. · 0 citations

Book Open access Jul 2026

EvoPlaSNN: Evolving Reward-modulated ANN-based Plasticity Rule for Spiking Neural Networks

It is found that using synaptic weight as inputs has no effect on rule performance, while utilising either pre-before-post or post-before-pre eligibility trace is better than a trace that combines both.

Napat Sahapat, S. Chevtchenko, Y. Bethi et al. · GECCO Companion · 0 citations