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license: cc0-1.0 |
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pretty_name: Talking Head Video Dataset |
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size_categories: |
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- 10K<n<100K |
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**About** |
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We provide a comprehensive talking-head video dataset with over 50,000 videos, totaling more than 500+ hours of footage and featuring 20,841 unique identities from around the world. |
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**Distribution** |
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Detailing the format, size, and structure of the dataset: |
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-Total Size: 2.7TB |
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-Total Videos: 47,547 |
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-Identities Covered: 20,841 |
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-Resolution: 60% 4k(1980), 33% fullHD(1080) |
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-Formats: MP4 |
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-Full-length videos with visible mouth movements in every frame. |
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-Minimum face size of 400 pixels. |
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-Video durations range from 20 seconds to 5 minutes. |
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-Faces have not been cut out, full screen videos including backgrounds. |
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**Usage** |
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**This dataset is ideal for a variety of applications**: |
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Face Recognition & Verification: Training and benchmarking facial recognition models. |
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Action Recognition: Identifying human activities and behaviors. |
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Re-Identification (Re-ID): Tracking identities across different videos and environments. |
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Deepfake Detection: Developing methods to detect manipulated videos. |
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Generative AI: Training high-resolution video generation models. |
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Lip Syncing Applications: Enhancing AI-driven lip-syncing models for dubbing and virtual avatars. |
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Background AI Applications: Developing AI models for automated background replacement, segmentation, and enhancement. |
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**Coverage** |
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Explaining the scope and coverage of the dataset: |
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Geographic Coverage: Worldwide |
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Time Range: Time range and size of the videos have been noted in the CSV file. |
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Demographics: Includes information about age, gender, ethnicity, format, resolution, and file size. |
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**Languages Covered (Videos):** |
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English: 23,038 videos |
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Portuguese: 1,346 videos |
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Spanish: 677 videos |
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Norwegian: 1,266 videos |
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Swedish: 1,056 videos |
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Korean: 848 videos |
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Polish: 1,807 videos |
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Indonesian: 1,163 videos |
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French: 1,102 videos |
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German: 1,276 videos |
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Japanese: 1,433 videos |
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Dutch: 1,666 videos |
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Indian: 1,163 videos |
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Czech: 590 videos |
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Chinese: 685 videos |
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Italian: 975 videos |
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Philipeans: 920 videos |
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Bulgaria: 340 videos |
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Philipeans: 920 videos |
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Bulgaria: 340 videos |
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Romanian: 1144 videos |
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Arabic: 1691 videos |
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**Who Can Use It** |
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List examples of intended users and their use cases: |
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Data Scientists: Training machine learning models for video-based AI applications. |
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Researchers: Studying human behavior, facial analysis, or video AI advancements. |
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Businesses: Developing facial recognition systems, video analytics, or AI-driven media applications. |
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**Additional Notes** |
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Ensure ethical usage and compliance with privacy regulations. |
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The dataset’s quality and scale make it valuable for high-performance AI training. |
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Potential preprocessing (cropping, down sampling) may be needed for different use cases. |
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Dataset has not been completed yet and expands daily, please contact for most up to date CSV file. |
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The dataset has been divided into 100GB zipped files and is hosted on a private server (with the option to upload to the cloud if needed). |
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To verify the dataset's quality, please contact me for the full CSV file. I’d be happy to provide example videos selected by the potential buyer. |
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https://lipsynthesis.com/dataset |
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