Papers by Matthew K Leonard
Emergent morpho-phonological representations in self-supervised speech models (2025.emnlp-main)
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| Challenge: | a recent study shows that self-supervised speech models do not represent phonological and morphological phenomena in frequent English noun and verb inflections. |
| Approach: | They study how S3Ms represent phonological and morphological phenomena in English . they propose alternative representational strategies that may support human spoken word recognition . |
| Outcome: | a new study shows that S3M models can represent phonological and morphological phenomena in English . the models can be trained to recognize spoken words in naturalistic, noisy environments . |