VoxLingua LID — WPT + MHFA (Odyssey 2026)
Language identification checkpoint trained on VoxLingua107, evaluated on dev_vox.
Related paper: Subtract to Clean, Add to Enrich: Dual-Path Disentanglement for Speaker and Language Recognition (Odyssey 2026).
Author: Aref Farhadipour
Files
| File | Description |
|---|---|
model.pt |
WPT + W2V-BERT-2.0 + MHFA classifier (107 languages) |
args.json |
Training hyperparameters |
- Backbone: facebook/w2v-bert-2.0
- Prompt tokens: 15 regular + 8 wavelet per layer
- Clip length: 96000 samples (6 s @ 16 kHz)
Reported performance: see the paper.
Download
huggingface-cli download areffarhadi/w2v-bert-VoxLingua --local-dir ./checkpoints/voxlingua_lid
Code
GitHub: areffarhadi/ASV-LID
Eval
Dataset layout: dev_vox/<lang>/*.wav
bash scripts/eval_voxlingua_lid.sh 0
Citation
@inproceedings{farhadipour2026subtract,
title={Subtract to Clean, Add to Enrich: Dual-Path Disentanglement for Speaker and Language Recognition},
author={Farhadipour, Aref},
booktitle={Proc. Odyssey},
year={2026}
}