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metadata
license: mit
datasets:
  - ProgramComputer/voxceleb
base_model:
  - espnet/xeus
  - facebook/w2v-bert-2.0

🗣️ Speaker Verification Checkpoints

This repository hosts pretrained and fine-tuned model checkpoints used in the course project The Impact of Language on Automatic Speaker Verification Systems.
The project explores the effectiveness of multilingual self-supervised speech models adapted for speaker verification using PMFA (Partial Multi-scale Feature Aggregation), especially in low-resource and multi-lingual scenarios.

📦 Available Checkpoints

File Description
tunned_xeus.pth Fine-tuned XEUS encoder with full PMFA pipeline
xeus_adapter_checkpoint.pth Adapter-only checkpoint for XEUS
wav2vec-bert_adapter.pth Adapter-only for Wav2Vec2-BERT
wav2vec2-bert_tunned_without_large_margin.pth Fine-tuned Wav2Vec2-BERT (standard margin)
wav2vec2-bert-large-margin.pth Fine-tuned Wav2Vec2-BERT using large-margin classification

All checkpoints are compatible with the training and evaluation scripts in Stefan2417/CourseWork