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--- |
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license: apache-2.0 |
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task_categories: |
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- translation |
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language: |
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- th |
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pretty_name: ThaiSignVis |
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--- |
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The dataset comprises over 1,000 hours of videos featuring live hand sign translations, accompanied by text transcripts from Thai parliamentary meetings. The data can be accessed at kaggle link [here][4] |
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# Dataset Generation |
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A total of 153 live videos were downloaded from the [TPchannel][1]. These videos were streamed between August 18, 2024, and June 4, 2023. The transcripts were automatically generated using YouTube's subtitle algorithm. |
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The videos were then post-processed by trimming and cropping, focusing only on segments where the sign language interpreter is detected. |
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# Data Structure |
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### no_labels_video/ |
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This directory contains the full videos that could not be processed for transcription. These videos are unedited due to the inability to fetch accurate transcripts. |
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### process_videos/ |
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This directory contains the processed videos where transcripts are available. |
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### detection_results.csv |
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This file provides the detection results for the sign language interpreter: |
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- `second `: The time index in seconds. |
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- `cls`: The classification result, where -1 means the sign language interpreter is not detected, and 0 indicates that the interpreter is detected. |
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- `x`, `y`, `w`, and `h`: The coordinates (x, y) and dimensions (width, height) of the bounding box where the sign language interpreter is detected. A value of -1 indicates the interpreter is not found. |
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### transcript_window_{window_id}.csv |
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This file contains the text transcript for each window segment: |
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- `text`: The text transcript of the video. |
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- `start`: The timestamp (in seconds) indicating when the text starts relative to the original video. |
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- `duration`: The duration (in seconds) of the transcript. |
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- `relative_strart`: The timestamp (in seconds) indicating when the text starts relative to process_video_{window_id}.mp4. |
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### transcript.json |
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This file contains the text transcript for the entire video: |
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- `text`: The text transcript of the video. |
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- `start`: The timestamp (in seconds) indicating when the text starts. |
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- `duration`: The duration (in seconds) of the transcript. |
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### process_video_{window_id}.mp4 |
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The video segments where the sign language interpreters are performing. |
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# Limitations and Considerations |
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Please note that this dataset is still in the early stages of development. If you encounter any issues, feel free to contact me. |
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# Contact |
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Github: [TOMTUNN][2] |
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Linkedin: [Thanawut-tim ][3] |
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Email: [email protected] |
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[1]:https://www.youtube.com/@TPchannel10 |
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[2]:https://github.com/Tomtunn |
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[3]:https://www.linkedin.com/in/thanawut-tim |
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[4]:https://www.kaggle.com/datasets/thanawuttimpitak/thaisignvis |
