Abstract: This research presents two integrated systems designed to extract and summarize information from videos and text. The first system, titled AI Based Video Insights Generator, leverages deep learning techniques, particularly Long Short-Term Memory (LSTM) networks, for detecting themes from video and textual content. This approach incorporates speech-to-text transcription, timestamp extraction from videos, and an interactive question-answering capability. Additionally, the system supports multilingual theme detection, enabling translations via APIs.
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DOI:
10.17148/IJARCCE.2025.14320
