Author

Aneesh Jonelagadda

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Preprint Aug 2026

Multi-Task Learning for Non-Canonical Phoneme Recognition via Articulatory Feature Decomposition

A linguistically structured approach to non-canonical phoneme recognition that decomposes phoneme prediction into articulatory feature dimensions such as manner, place, and voicing is introduced and suggests that articulatory feature supervision is a promising strategy for robust and interpretable phoneme recognition i...

Sophia Riaz, Haoze Zheng, Amos Roche et al. · 0 citations

#machine learning Preprint Sep 2026

Spectral-Target Physical Latent Structuring for JEPA-Style World Models

Findings support the use of the Fourier auxiliary head method to improve both overall success rate and data efficiency, while avoiding representation laziness in latent world models.

Peng Zhu, Salvatore Penachio, Kaustav Mukherjee et al. · 0 citations