metadata
license: mit
datasets:
- nuriachandra/Deepfake-Eval-2024
- jungjee/spoofceleb
WaveSP-Net: Learnable Wavelet-Domain Sparse Prompt Tuning for Speech Deepfake Detection
Official PyTorch implementation: https://github.com/xxuan-acoustics/WaveSP-Net
How to Use
# pip install torch torchaudio huggingface_hub soundfile
import torch, torchaudio
from huggingface_hub import hf_hub_download
from model import WaveSPNet
ckpt_path = hf_hub_download(repo_id="xxuan-speech/WaveSP-Net",
filename="WaveSP-Net.pt")
BibTeX
@inproceedings{xuan2025wavesp,
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},
booktitle={ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
year={2026},
organization={IEEE}
}