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--- |
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task_categories: |
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- automatic-speech-recognition |
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- video-classification |
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- text-to-3d |
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language: |
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- el |
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license: other |
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--- |
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# Multimodal_Greek_Sign_Language_and_Lip_Reading (v1) |
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The Multimodal_Greek_Sign_Language_and_Lip_Reading (v1) is a comprehensive dataset designed for research and development in multimodal machine learning, speech recognition, vision recognition, sign language recognition, sign language translation and accessibility technologies. |
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# Description |
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The **dkourem/Multimodal_Greek_Sign_Language_and_Lip_Reading-v1** is a comprehensive dataset designed for research and development in multimodal machine learning, sign language recognition, speech recognition, and accessibility technologies. This dataset focuses on the Greek language and provides high-quality, synchronized data across three modalities: |
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- **Speech**: High-resolution audio recordings of spoken Greek. |
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- **Lip Movement**: Video recordings capturing detailed lip movements for lip-sync and speech alignment tasks. |
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- **Subtitles**: Accurate text transcriptions and timestamps synchronized with audio and video. |
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- **Sign Language**: High quality Video Greek Sign Language recordings capturing detailed sign language and facial expressions with synced subtitles and audio speech translation. |
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### Suitable for Tasks Such As: |
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- Automatic Speech Recognition (ASR) |
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- Audio-Visual Speech Recognition (AVSR) |
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- Text-to-Speech (TTS) and Speech-to-Text (STT) applications |
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- Accessibility tools for the deaf and hard of hearing |
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- Multimodal sentiment analysis and natural language processing |
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- Sign Language recogntion and translations tasks (SLR,SLT). |
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### Key Features: |
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- **Language**: Greek (Hellenic) and Greek Sign Language |
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- **Format**: Includes `.wav` for audio, `.mp4` for video, and `.srt/.json` for subtitles and timestamps. |
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- **High Quality**: Captured in a professional studio environment for maximum clarity and precision. |
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- **Accessibility**: Designed with a focus on inclusivity and use in accessibility research. |
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### Resposnsible codes |
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The resposnible codes used for the creation of this dataset is available at github *https://github.com/dkourem/Multimodal_Greek_Sign_Language_and_Lip_Reading_v1/* |
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### Versioning |
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This is version **1.0** of the dataset. Future versions may include additional speakers, dialects, or extended annotations. |
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### Citation |
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If you use this dataset, please cite it as: |
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Dimitris Kouremenos, Klimis Ntalianis. (2024). *dkourem/Multimodal_Greek_Sign_Language_and_Lip_Reading (v1)*. Zenodo. https://doi.org/[Insert DOI Here] |
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### Acknowledgments |
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Special thanks to the contributors, linguists, and accessibility experts involved in the dataset creation process. |
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## License and Usage Restrictions |
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The **dkourem/Multimodal_Greek_Sign_Language_and_Lip_Reading (v1)** is protected under the following terms: |
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### Copyright |
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Copyright © 2024 Dr. Dimitris Kouremenos and Prof. Klimis Ntalianis. |
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All rights reserved. |
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### Usage Restrictions |
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- Any use, reproduction, modification, or distribution of this dataset and the associated code requires prior written permission from the authors. |
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- The dataset and code are intended for **academic and research purposes only**. Commercial use is strictly prohibited unless explicitly authorized and approved in writing by the authors. |
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### Requesting Permission |
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For inquiries and permissions, please contact: |
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- **Dr. Dimitris Kouremenos**: [dkourem[alpha]@gmail.com] |
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- **Prof. Klimis Ntalianis**: [kntal[alpha]uniwa.gr] |
