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coml/
hubert-phoneme-classification

Name: hubert-phoneme-classification
Rating: 2.5 (8 reviews)

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Improving Spoken Language Modeling with Phoneme Classification: A Simple Fine-tuning Approach

Paper: https://arxiv.org/abs/2410.00025 Presented at EMNLP 2024.

This branch contains the HuBERT model fine-tuned with phoneme classification on train-clean-100. See the companion repository: https://github.com/bootphon/spokenlm-phoneme.

Use it like this:

python

from phonslm import HuBERTPhoneme

model = HuBERTPhoneme.from_pretrained("coml/hubert-phoneme-classification")