Models trained on IPA-CHILDES and evaluated for phonological knowledge using the word segmentation task, linked to child language acquisition.
Language Modeling with Phonemes
AI & ML interests
tokenization, CHILDES, word segmentation, phonemes, BabyLM
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The IPA-CHILDES dataset along with the models and tokenizers used for phoneme-based language modeling for the 31 languages in CHILDES.
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IPA-CHILDES & G2P+: Feature-Rich Resources for Cross-Lingual Phonology and Phonemic Language Modeling
Paper • 2504.03036 • Published -
phonemetransformers/IPA-CHILDES
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phonemetransformers/ipa-childes-tokenizers
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phonemetransformers/ipa-childes-models
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models
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phonemetransformers/ipa-childes-models-tiny
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phonemetransformers/ipa-childes-models-small
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phonemetransformers/ipa-childes-models-medium
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phonemetransformers/ipa-childes-models-large
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phonemetransformers/ipa-childes-tokenizers
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phonemetransformers/ipa-childes-english-size-comparison
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phonemetransformers/ipa-childes-models
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phonemetransformers/babble-tokenizers
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phonemetransformers/childes-phoneme-tokenizers
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phonemetransformers/GPT2-85M-BPE-TXT
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