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Author

Chethana Saligram

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Open access Aug 2026

Foundations for pediatric vocal biomarkers: age-aware phoneme recognition and latent-space error analysis

An age-aware approach to pediatric phoneme analytics is supported, in which articulatory coordination, not just phoneme identity, carries developmentally and clinically relevant information; and phoneme-level performance should be interpreted relative to developmental stage rather than a single fixed benchmark.

Chethana Saligram, Vishal Shrivastava, M. Speights · 0 citations
Aug 2026

From acoustic features to clinical meaning: Emerging technologies for interpretable AI in pediatric speech

Recent work on computer-assisted syllable analysis of continuous speech, published in the 2024 JASA special issue on Acoustic Cue-Based Perception and Production of Speech, demonstrates how linguistically structured, landmark-based acoustic representations improve robustness and interpretability relative to conventiona...

M. Speights, Vishal Shrivastava, Chethana Saligram · 0 citations

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