xxuan-speech/Deepfake-Eval-2024-Protocals

WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection

Download the Protocols

Install the datasets package:

pip install datasets

Log in with your Hugging Face account:

huggingface-cli login

Load the dataset in Python:

from datasets import load_dataset

# Download from HF and cache
ds = load_dataset("xxuan-speech/Deepfake-Eval-2024-Protocals")

Statistics of Deepfake-Eval-2024 Benchmark

Dataset	Total	Real	Fake
Train	28620	18582	10038
Val	3179	2059	1120
Test	21347	13325	8022

Code:

Official PyTorch implementation: https://github.com/xxuan-acoustics/WaveSP-Net

BibTeX

@misc{xuan2025wavespnet,
      title={WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection}, 
      author={Xi Xuan and Xuechen Liu and Wenxin Zhang and Yi-Cheng Lin and Xiaojian Lin and Tomi Kinnunen},
      year={2025},
      eprint={2510.05305},
      archivePrefix={arXiv},
      primaryClass={eess.AS},
      url={https://arxiv.org/abs/2510.05305}, 
}