Filename string | Date string | Ground Truth string | Public Comments string | Finetuning Set string |
|---|---|---|---|---|
kIZg7-jZ1Y5EvUYztxPkI_oTzIs_0016.wav | 2024-04-23 | Fake | dupe | Train |
oBXe3D_71lxtGUUsqICjiBRq8pc_0016.wav | 2024-05-14 | Fake | lip sync is off | Train |
fnGAuF4EzmmT1UhGMMHv2MwrOW8_0065.wav | 2024-02-21 | Real | lip sync clear and nuanced of speakera. video montage of images makes reference to AI topics/articles | Train |
ZxZM2aUvCYMk_S4jftOMchTjqp8_0006.wav | 2024-07-09 | Fake | null | Train |
9RxMzInQ03ALyp4Eq5JhLZrH54g_0012.wav | 2024-09-12 | Real | https://www.tmz.com/2024/09/12/president-joe-biden-wears-trump-hat-video/ | Train |
tQYVpTccbvxjTTsLUtcHpXz7X8E_0015.wav | 2024-08-09 | Real | deepfake comparison left vs right | Train |
zpXAMHONaofP2WkdYAZTPV1lU1s_0010.wav | 2024-05-23 | Fake | lip sync | Train |
6-Ml-WNCXjXjvE7H-eeW76YUJ4Q_0211.wav | 2024-07-01 | Real | null | Train |
vegd3upTOmgopaO_3Tgac9gHCZ0_0020.wav | 2024-02-21 | Fake | null | Train |
Zh2cXc4bIT6HZDpMX5lmOz-mJEI_0054.wav | 2024-06-14 | Real | null | Train |
VWvLj6jgEnX4BRnjVuveRnYqnlE_0023.wav | 2024-10-13 | Real | null | Train |
B2vzm-FRUtRIGFVAlbrnfLTe7tU_0012.wav | 2024-05-19 | Real | Posted from his own account. https://www.thenewstribune.com/news/politics-government/national-politics/article288581036.html | Train |
GKOMth6TseSGDaOo3tMFQLnO39g_0063.wav | 2024-10-23 | Fake | null | Train |
aDsCQIrOpEvIUfzrb3m9sRaKbik_0003.wav | 2024-06-28 | Real | null | Train |
IxUS-jzu9RSEBLyPMxdeNVc0POs_0103.wav | 2024-03-07 | Real | null | Train |
oqdGQ5oERo15r4OLk7gYmGWionY_0328.wav | 2024-03-02 | Real | null | Train |
cdCgm3v_hntwVWRq0_PWxDH1ZMQ_0003.wav | 2024-10-25 | Real | null | Train |
okJHUfDueCAWBgYK4VedE872Nng_0007.wav | 2024-10-25 | Real | null | Train |
BfvhzfdOZGD1r61kczGHyMXWrAo_0009.wav | 2024-07-02 | Real | Verified by The Quint not a deepfake https://www.thequint.com/news/webqoof/two-women-playing-colours-inside-metro-viral-video-deepfake-technology-fact-check#read-more | Train |
fnGAuF4EzmmT1UhGMMHv2MwrOW8_0746.wav | 2024-02-21 | Real | lip sync clear and nuanced of speakera. video montage of images makes reference to AI topics/articles | Train |
-VOMj_bejYFl2P7LMn87HY112R8_0138.wav | 2024-10-28 | Fake | https://www.boomlive.in/law/delhi-high-court-rajat-sharma-deepfakes-ai-regulation-25606 | Train |
SQmCRSEWYSbCGBv7oIipGcz-wKE_0020.wav | 2024-06-03 | Fake | null | Train |
U7SlwtHquMUkK90H31uIXgZ43s8_0001.wav | 2024-10-25 | Real | null | Train |
jNoOkhW7dkxPROd0fDJuxzdC0E4_0039.wav | 2024-02-27 | Real | null | Train |
eWtpNvG8bfcHGsYyHEf9WoMOUuc_0009.wav | 2024-10-28 | Fake | lip sync is off | Train |
ia61WW8SZcc0ZWF5Vc6FtsPw_ds_0036.wav | 2024-05-27 | Fake | null | Train |
go5WGhXpuTA9jjS4axf05mgvRxg_0376.wav | 2024-03-05 | Real | not in eval as too long | Train |
TyIprr2F7JVlVi_SAGGZW1oahTk_0604.wav | 2024-03-01 | Real | null | Train |
1ZjgolMoP_K_-0lWuBjT8m1HSjA_0010.wav | 2024-10-17 | Fake | null | Train |
TyIprr2F7JVlVi_SAGGZW1oahTk_0703.wav | 2024-03-01 | Real | null | Train |
Xwnen_kCUP16BTS0jdAMb9BDT1w_0363.wav | 2024-05-31 | Fake | null | Train |
O3JyTOuvK59v6WiL0-EeWVZU6bQ_0001.wav | 2024-09-03 | Fake | https://www.forbes.com/sites/petersuciu/2023/09/02/there-is-now-a-deep-fake-video-of-ron-desantis-dropping-out-of-the-2024-race/?sh=7f5978d17bf9 | Train |
svlk0wELw7lNvjVg5XlfCORwaBw_0013.wav | 2024-05-06 | Fake | null | Train |
Gnw25hZTCkMkCsRzD5ZK9pJ9zJ4_0095.wav | 2024-06-20 | Real | null | Train |
TyIprr2F7JVlVi_SAGGZW1oahTk_0390.wav | 2024-03-01 | Real | null | Train |
f2MvwacUPX5nvsBT4TN-Vu929qU_0006.wav | 2024-09-24 | Real | https://www.rev.com/blog/transcripts/trump-rally-in-georgia | Train |
d-db4IhAgrVqHpkxvQEjozoAkxU_0026.wav | 2024-10-10 | Real | null | Train |
m5fJCskFWilbjeLwASM6MVw4O1g_0018.wav | 2024-09-05 | Fake | lip sync is off | Train |
raaWMYAKdRgMx_w5n660sd28-bE_0005.wav | 2024-05-06 | Fake | obviously manipulated voice | Train |
6-Ml-WNCXjXjvE7H-eeW76YUJ4Q_0164.wav | 2024-07-01 | Real | null | Train |
6M2pCx0RvE3aR_5LSiwJzJo3yDc_0017.wav | 2024-04-17 | Real | Known Tom Cruise impersonator. | Train |
YsWmILxWG9c8Ied8T0Bxx4pMIPM_0010.wav | 2024-10-21 | Real | null | Train |
ZAOEXWib5M1xARyg2FBx9grpz0A_0149.wav | 2024-10-25 | Real | null | Train |
_opfLdHfASqMDYacu6sxiySvYFs_0014.wav | 2024-04-26 | Fake | null | Train |
kyZxU50G3bQO3YhZv2NLccPrMao_0068.wav | 2024-05-07 | Real | Kicked out of theater, not congress. Text overlays are misleading. | Train |
d-db4IhAgrVqHpkxvQEjozoAkxU_0018.wav | 2024-10-10 | Real | null | Train |
tKyI9nCwW0jPoWyM1doHo_8T92k_0004.wav | 2024-09-25 | Fake | lip sync is off | Train |
H3PHAfxZts7H0b5oWuPZ-lCFK6Q_0012.wav | 2024-03-01 | Real | null | Train |
go5WGhXpuTA9jjS4axf05mgvRxg_0224.wav | 2024-03-05 | Real | not in eval as too long | Train |
DuzGXEPCNPjKtE1hYQM5dwRilFY_0008.wav | 2024-07-04 | Real | https://en.wikipedia.org/wiki/Weapon_of_Choice_(song)#:~:text=Directed%20by%20Spike%20Jonze%2C%20it,he%20participate%20in%20the%20video. | Train |
VR4rSAoO8-kF7U15ceu3EXTZcuM_0003.wav | 2024-03-13 | Real | null | Train |
V6ID7yrrYg1c0-3i_SkQP4mZm0I_0008.wav | 2024-07-18 | Fake | null | Train |
JYNXivB8ivylFqKKuj3qo6gNy9g_0031.wav | 2024-03-19 | Real | When i first entered came back as no manipulation. Re-entered to add metadata and it's showing manipulation. | Train |
fnGAuF4EzmmT1UhGMMHv2MwrOW8_0886.wav | 2024-02-21 | Real | lip sync clear and nuanced of speakera. video montage of images makes reference to AI topics/articles | Train |
UtGucvZggZsI70JM9w9N6KdKCRk_0002.wav | 2024-08-16 | Real | null | Train |
ZIdeEB_XzpukOvUnmiv6fof6Xho_0025.wav | 2024-10-25 | Real | null | Train |
AGHgAg4Fek--YGcv14BX6ie_9zE_0012.wav | 2024-06-14 | Real | null | Train |
H3PHAfxZts7H0b5oWuPZ-lCFK6Q_0011.wav | 2024-03-01 | Real | null | Train |
oBXe3D_71lxtGUUsqICjiBRq8pc_0038.wav | 2024-05-14 | Fake | lip sync is off | Train |
bTOhZa0Sv3ZLxDlbYdMvgsHalaM_0002.wav | 2024-10-17 | Real | null | Train |
i7W9fcEVvtBjTKn6vZUEFrELDK0_0025.wav | 2024-05-22 | Fake | https://www.nytimes.com/2024/05/16/technology/ai-voice-clone-lawsuit.html?smid=nytcore-ios-share&referringSource=articleShare&sgrp=c-cb | Train |
KYx2V-mTyvNYElwJzyB7jZo9RW4_0039.wav | 2024-05-28 | Real | clip from tv show/film | Train |
X5IPSTDpzykjGUtJUGeTfMjSqgs_0025.wav | 2024-06-14 | Fake | null | Train |
fnGAuF4EzmmT1UhGMMHv2MwrOW8_1327.wav | 2024-02-21 | Real | lip sync clear and nuanced of speakera. video montage of images makes reference to AI topics/articles | Train |
ATgTpWT_8_6m_LCSgvAiejABWiA_0007.wav | 2024-10-30 | Real | https://elon-musk-interviews.com/2021/01/13/lex-fridmans-artificial-intelligence-podcast-ii/ | Train |
zU8uwYPheej1RFyqd5vnZxNV5_Q_0024.wav | 2024-10-25 | Real | null | Train |
Xwnen_kCUP16BTS0jdAMb9BDT1w_0135.wav | 2024-05-31 | Fake | null | Train |
U6QHz6MH1C2AAD_AU9H7ZUjYYc_0010.wav | 2024-03-28 | Real | null | Train |
IxUS-jzu9RSEBLyPMxdeNVc0POs_0175.wav | 2024-03-07 | Real | null | Train |
2qnbp9r-Q-RmhyizYf-aEw_hNJk_0042.wav | 2024-06-14 | Real | null | Train |
bNaCRt1M47nWX8flIJLDRekevgs_0032.wav | 2024-10-20 | Fake | null | Train |
xQjNHFtQlZ3ByMvmsYsOP0fWbpc_0018.wav | 2024-06-12 | Real | video is real posted on obama.org. initial picture in this frame is real but appears to be added to front of the video https://www.pinterest.com/pin/467741111281219394/ | Train |
F95Gxr7IqwYEDXiqdhfoSxUN7kU_0003.wav | 2024-10-02 | Real | Known impersonator | Train |
j2HSEPmHKYvFPTGmGZbZiSO4ZKE_0061.wav | 2024-02-28 | Real | null | Train |
tssLYUCbDVRCDMI9jzYDa1AUEQs_0047.wav | 2024-06-28 | Fake | null | Train |
is3ZagG1sr11WzU6zeSIjnbxZjM_0009.wav | 2024-11-07 | Real | https://www.tiktok.com/@cbsmornings/video/7433831454070607135 | Train |
_cvTwQONX3XrpcPtM3-xlttOgWE_0126.wav | 2024-04-19 | Real | null | Train |
j1or5rQu4hw5SMGPOWb846O8uBg_0005.wav | 2024-06-02 | Real | cbs | Train |
-DAnwLRZGcKNi9fasqaJTAga6sg_0003.wav | 2024-10-30 | Real | second 0:35 - https://x.com/KamalaHQ/status/1851417225405575553 | Train |
UlS2bsXcfedZEw2tOqJkU-FycLo_0014.wav | 2024-08-14 | Real | Original video was real. Nadeem deleted and has produced new one. | Train |
4RjIUTIZ_db7ZL30PlVRho-0FnM_0024.wav | 2024-10-12 | Fake | lip sync is off | Train |
Bh9tcNep-ue_6DhSXG0CCD0AXIM_0008.wav | 2024-09-18 | Real | null | Train |
X6wLhRxH_VHKWg6b92lGlmAgTVY_0092.wav | 2024-10-20 | Real | https://www.defense.gov/News/News-Stories/Article/Article/2349408/esper-air-force-space-force-leading-charge-to-new-technologies/ | Train |
zR_K6ky8JMv8Qn9qgYrFkwTEDNc_0003.wav | 2024-02-21 | Real | Wesley Clark and Action for Democracy conspiracy theory - potentially fake by not sure | Train |
go5WGhXpuTA9jjS4axf05mgvRxg_0354.wav | 2024-03-05 | Real | not in eval as too long | Train |
HFCKYQbDEVCwsoR6nI3-PUOroJk_0036.wav | 2024-10-25 | Fake | null | Train |
8L0ob5-RF9OLa8gcFgDiDRSlGIk_0010.wav | 2024-10-24 | Real | null | Train |
VbUC2qaDs27V0SS0xVLbqQ1Y77g_0010.wav | 2024-10-24 | Real | null | Train |
ewlSccWjq1lX4p_iuD1SqsIl2Nw_0010.wav | 2024-09-16 | Fake | null | Train |
VWvLj6jgEnX4BRnjVuveRnYqnlE_0085.wav | 2024-10-13 | Real | null | Train |
nRzDrqv9kHOZPBXbCe2-KFTO63g_0007.wav | 2024-07-02 | Fake | https://www.nbcnews.com/news/amp/rcna159674 | Train |
UEjmZkoz8wXXxjqifwAR0WCZglo_0468.wav | 2024-03-07 | Real | null | Train |
CVDkv0MvHKS3RANnkgNvwwsIiYU_0008.wav | 2024-06-27 | Real | https://www.bbc.com/news/videos/cv2grqz2vgro | Train |
YbIB3i0a7rZ6AzDHWG-zGQdxrus_0005.wav | 2024-11-12 | Real | Around minute 1:45 https://www.donaldjtrump.com/agenda47/president-trumps-plan-to-protect-children-from-left-wing-gender-insanity | Train |
x0AKAJCNSjIZ2RatIpCAZqtuREo_0004.wav | 2024-07-10 | Real | null | Train |
ZAOEXWib5M1xARyg2FBx9grpz0A_0055.wav | 2024-10-25 | Real | null | Train |
YvaXaELDflZXvU8y6I2KSDtOM4g_0001.wav | 2024-03-01 | Fake | lip sync off - original footage: https://www.youtube.com/watch?v=FagSkMcKUKw | Train |
fWDC-D7T1q0sASJPm3Pi_mNUTX0_0008.wav | 2024-07-30 | Fake | https://www.dabangasudan.org/ar/all-news/article/%D9%85%D8%A7-%D8%B5%D8%AD%D8%A9-%D8%AA%D8%B3%D8%B1%D9%8A%D8%A8-%D9%85%D9%82%D8%B7%D8%B9-%D8%AD%D9%85%D9%8A%D8%AF%D8%AA%D9%8A-%D9%85%D8%B9-%D8%AE%D8%A7%D9%84%D8%AF-%D8%B3%D9%84%D9%83-%D9%88-%D9%8A | Train |
R3Fhar5LpnNGlqEXb84Zerp3G7s_0011.wav | 2024-03-13 | Real | null | Train |
ZAOEXWib5M1xARyg2FBx9grpz0A_0016.wav | 2024-10-25 | Real | null | Train |
End of preview. Expand
in Data Studio
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
@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}
}
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