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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

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Chethana Saligram

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Open access Aug 2026

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

Introduction Pediatric speech sound disorders (SSDs) affect many young children and are commonly assessed through auditory-perceptual judgments and IPA transcription, which are limited by listener bias, variable interrater reliability, and difficulty attributing deviations at the phoneme level. We present a development...

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

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

Interpretable artificial intelligence (AI) has become an increasingly important topic in speech communication as data-driven methods are used to support clinical decision-making in speech health. This talk highlights acoustic technologies that advance interpretable AI for pediatric preschool-age speech. Recent work on...

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

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