Child-Adapted Structured Phonological Representations for Interpretable Speech Sound Analysis

arXiv:2610.00852 · cs.CL, eess.AS · Submitted 2026-10-01 · Read on arXiv

cs.CL, eess.AS

Submitted: 2026-10-01

Updated: 2026-10-01

Terminology

• Adaptation — 16× in this paper · explained in 1 episode
• Alignment — 12× in this paper · explained in 1 episode
• Generalization — 4× in this paper · explained in 13 episodes
• AUC — 2× in this paper · explained in 2 episodes
• Representation Learning — 2× in this paper · explained in 2 episodes
• Accuracy — 1× in this paper · explained in 1 episode
• Benchmarking — 1× in this paper · explained in 3 episodes
• Embeddings — 1× in this paper · explained in 2 episodes
• F1 Score — 1× in this paper · explained in 3 episodes
• Foundation Model — 1× in this paper · explained in 3 episodes
• Foundation Models — 1× in this paper · explained in 7 episodes
• IEEE Spoken Language Technology Workshop — 1× in this paper

Sources

• CHILDES-Aligned: A Curated Children's Speech Dataset via Multi-Model Timestamp Ensembling

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