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--- |
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configs: |
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- config_name: default |
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data_files: |
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- split: Anthony_Blinken |
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path: data/Anthony_Blinken-* |
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- split: Barack_Obama |
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path: data/Barack_Obama-* |
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- split: Donald_Trump |
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path: data/Donald_Trump-* |
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- split: Elon_Musk |
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path: data/Elon_Musk-* |
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- split: JD_Vance |
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path: data/JD_Vance-* |
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- split: Joe_Biden |
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path: data/Joe_Biden-* |
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- split: Kamala_Harris |
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path: data/Kamala_Harris-* |
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- split: Mathew_Miller |
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path: data/Mathew_Miller-* |
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- split: Tim_Walz |
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path: data/Tim_Walz-* |
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- split: Vivek_Ramaswamy |
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path: data/Vivek_Ramaswamy-* |
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dataset_info: |
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features: |
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- name: Audio |
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dtype: audio |
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- name: Label |
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dtype: string |
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- name: Source |
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dtype: string |
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- name: Speaker |
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dtype: string |
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- name: AudioName |
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dtype: string |
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splits: |
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- name: Anthony_Blinken |
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num_bytes: 9288074593 |
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num_examples: 19403 |
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|
- name: Barack_Obama |
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|
num_bytes: 91170450928 |
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|
num_examples: 167793 |
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|
- name: Donald_Trump |
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|
num_bytes: 4719985579 |
|
|
num_examples: 11320 |
|
|
- name: Elon_Musk |
|
|
num_bytes: 10322815043.88 |
|
|
num_examples: 15012 |
|
|
- name: JD_Vance |
|
|
num_bytes: 4526683330.6 |
|
|
num_examples: 7556 |
|
|
- name: Joe_Biden |
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|
num_bytes: 40413289908.84 |
|
|
num_examples: 48034 |
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|
- name: Kamala_Harris |
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|
num_bytes: 32463183347.4 |
|
|
num_examples: 35030 |
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|
- name: Mathew_Miller |
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|
num_bytes: 12861086794.84 |
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|
num_examples: 16578 |
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|
- name: Tim_Walz |
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|
num_bytes: 1774198427.016 |
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|
num_examples: 4968 |
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|
- name: Vivek_Ramaswamy |
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|
num_bytes: 21034647753.44 |
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num_examples: 22442 |
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download_size: 70922268576 |
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dataset_size: 123395904606.016 |
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language: |
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- en |
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tags: |
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- sasv |
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- asv |
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- tts |
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- speaker-specific |
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- source-tracing |
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- anti-spoofing |
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- deepfake |
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pretty_name: FamousFigures |
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extra_gated_heading: Acknowledge license to accept the repository |
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extra_gated_description: >- |
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Our team may take 2-3 days to process your request. Please use an email |
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|
address that is from your current affiliation, not personal email addresses |
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(e.g., gmail). To avoid anonymous downloads, we accept officially affiliated |
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email addresses. |
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extra_gated_button_content: Acknowledge license |
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extra_gated_prompt: >- |
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By accepting and downloading the dataset, you agree to the license and |
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|
restrictions. Please check https://datasets.issflab.net/Famous_fig.html for |
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full details. We may send important updates or license-related information to |
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the registered e-mail address. |
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extra_gated_fields: |
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Full name: text |
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|
E-mail: text |
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|
Affiliation: text |
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|
Country: country |
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|
Date of agreement: date_picker |
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|
You are from: |
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type: select |
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options: |
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- Research |
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- Industry |
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- Both |
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license: cc-by-4.0 |
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--- |
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<!-- Drop this block at the top of your index.html or README.md --> |
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<h1>Famous Figures: Collecting, Curating, and Annotating Good Quality Speech Deepfake Dataset for Famous Figures — Process and Challenges</h1> |
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<p align="center"> |
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<a href="https://arxiv.org/abs/2507.00324">Paper</a>, |
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<a href="https://datasets.issflab.net/Famous_fig.html">Project Page</a> |
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</p> |
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<h3>Authors</h3> |
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Hashim Ali, Surya Subramani, Raksha Varahamurthy, Nithin Adupa, Lekha Bollinani, Hafiz Malik |
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<!-- <h3>Dataset Creators</h3> |
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Surya Subramani, Hashim Ali, Raksha Varahamurthy --> |
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<p align="center"> |
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<i>Interspeech 2025</i> |
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</p> |
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<h3>Abstract</h3> |
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<p>Current audio deepfake detection systems fail to protect specific individuals from targeted voice spoofing attacks.A comprehensive methodology for collecting, curating, and generating high-quality speech datasets specifically designed to protect political figures.</p> |
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<h3>Salient Features of our Dataset</h3> |
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<p>✓ Speaker-specific protection </p> |
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<p>✓ 8-second average duration</p> |
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<p>✓ Transcription-based segmentation</p> |
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<p>✓ Natural sentence boundaries </p> |
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<p>✓ Superior synthesis quality</p> |
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<h3>Acknowledgement</h3> |
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<p> |
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This work uses only public‑domain or licensed speech sources of public figures. Audio clips are included for research/educational demonstration; rights remain with original owners. Please see the paper for data collection ethics and licensing details. |
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</p> |
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<h3>loading_dataset-Using python</h3> |
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<p><code>from datasets import load_dataset</code></p> |
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<p><code>my_token = "my_token"</code></p> |
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<p><code>dataset = load_dataset('issf/famousfigures', cache_dir="path_to_cache",token = my_token)</code></p> |
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<h3>Cite us : )</h3> |
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<p><code>@inproceedings{ali25_interspeech,</code></p> |
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<p><code> title = {{Collecting, Curating, and Annotating Good Quality Speech deepfake dataset for Famous Figures: Process and Challenges}},</code></p> |
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<p><code> author = {Hashim Ali and Surya Subramani and Raksha Varahamurthy and Nithin Sai Adupa and Lekha Bollinani and Hafiz Malik},</code></p> |
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<p><code> year = {2025},</code></p> |
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<p><code> booktitle = {{Interspeech 2025}},</code></p> |
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<p><code> pages = {3928--3932},</code></p> |
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<p><code> doi = {10.21437/Interspeech.2025-2418},</code></p> |
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<p><code> issn = {2958-1796},</code></p> |
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<p><code>}</code></p> |
