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Juy996enjavhdtoday12152021015941 Min New

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Abstract
We present a method for automated summarization of short-form video clips (≤2 minutes) using a multi-modal attention network that fuses visual, audio, and textual (speech-transcript) signals. Our model—MiniSumNet—targets rapid generation of coherent summaries suitable for mobile consumption and social media sharing. Experiments on a curated dataset of 1,200 short clips show ROUGE-L improvements of 6–9% over unimodal baselines and a 12% reduction in summary generation latency.

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References (selected)

Appendix A: Example summaries (from dataset)


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As we reflect on the advancements in programming languages over the years, one of the most significant evolutions has been in Java. From its inception, Java has aimed to provide developers with a robust platform for building a wide range of applications. Today, as we look at the landscape of software development on December 15, 2021, at 15:59:41, it's clear that Java continues to play a pivotal role.