---
license: mit
language:
- en
datasets:
- openslr/librispeech_asr
base_model:
- facebook/hubert-base-ls960
---

# 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")
```