中研院科普演講影音平台現況 [Link]
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✅ 知識寶庫,主題多元
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✅ 大師雲集,內容精彩
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⚠️ 偏好新上架或熱門影片 -
⚠️ 僅能從主題進行搜尋 -
⛔️ 沒有字幕,不夠友善
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⛔️ 無法吸引國外人士閱聽
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⛔️ 無法提供快速導覽
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⛔️ 無法提供友善搜尋
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使用 OpenAI Whisper 在地端進行語音辨識轉字幕檔
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使用 Googletrans 進行多國語言翻譯
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用 ChatGPT API 為影片內容撰寫摘要
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用 Googletrans 將摘要翻譯成多國語言版本
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Google colab notebook: [colab_notebook_AS_AIGVTS_Transcript.ipynb]
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Python 語言版本
- 自動產生多國語言字幕:[AS-AIGVTS-Transcript.py]
- 自動產生影片摘要:[AS-AIGVTS-Summarization.py]
- **研究院 資訊服務處
- **研究院 資訊科學研究所
Current Status of the Academia Sinica's Science Popularization Video Platform [Link]
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✅ Knowledge treasury, diverse topics
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✅ Gathering of masters, fascinating content
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⚠️ Preference for newly uploaded or popular videos -
⚠️ Can only search by topic -
⛔️ No subtitles, not friendly enough
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⛔️ Unable to attract foreign audiences
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⛔️ Unable to provide quick navigation
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⛔️ Unable to provide user-friendly search
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Use OpenAI Whisper for local speech recognition and subtitle file conversion
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Use Googletrans for multilingual translation
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Use the ChatGPT API to write summaries for video content
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Use Googletrans to translate the summaries into multilingual versions
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Google Colab notebook: [colab_notebook_AS_AIGVTS_Transcript.ipynb]
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Python codes
- Automatic Generation of Multilingual Video Transcriptions: [AS-AIGVTS-Transcript.py]
- Automatic Generation of Video Summary: [AS-AIGVTS-Summarization.py]
- "Generative AI" Analysis of Diffusion Model principles (1/4) (optional), by Hong-Yi Li [Original Link] [Link After Adding Subtitles]
- Department of Information Technology Services, Academia Sinica
- Institute of Information Science, Academia Sinica