• Apoorva K
• Ashwini V

The Intelligent Multimedia Summarization and Translation System is a unified platform for video, audio, text, and PDF summarization, built with Python, deep learning, and NLP frameworks. It employs CNNs and Transformers for video analysis, context-aware NLP for text and audio, and robust pipelines for document parsing, delivering accurate, coherent summaries through a web-based interface. A key enhancement is the integration of Google Translate APIs, enabling multilingual translation of generated summaries into languages such as English, Hindi, French, Spanish, and German. This combination of summarization and translation ensures global accessibility, supports diverse application domains, and addresses challenges of information overload by offering scalable, cross-cultural solutions.

Multimedia Summarization, Deep Learning, Natural Language Processing, Video Summarization, Audio Transcription, PDF Summarization, Multilingual Translation

"End-to-End Video Speech Transcription and Language Translation Using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.12, Issue 11, page no.b427-b432, November-2025, Available :http://www.jetir.org/papers/JETIR2511154.pdf

"End-to-End Video Speech Transcription and Language Translation Using Deep Learning", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.12, Issue 11, page no. ppb427-b432, November-2025, Available at : http://www.jetir.org/papers/JETIR2511154.pdf