Video-Music Transformer

Related tags

Deep Learning VMT
Overview

VMT

Video-Music Transformer (VMT) is an attention-based multi-modal model, which generates piano music for a given video.

Paper

https://arxiv.org/abs/2112.15320

Demo

Here is an example video fragments from our dataset. Note that we do not do any post-production. Each file is made from the original video with a WAVE file converted from the MIDI of the model output.

Original

The original music of the videos.

100-001_original.mp4

VMT

The music generated by our VMT model.

100-001_vmt.mp4

Seq2Seq

The musics generated by the baseline Seq2Seq model.

100-001_seq2seq.mp4
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Comments
  • CVE-2007-4559 Patch

    CVE-2007-4559 Patch

    Patching CVE-2007-4559

    Hi, we are security researchers from the Advanced Research Center at Trellix. We have began a campaign to patch a widespread bug named CVE-2007-4559. CVE-2007-4559 is a 15 year old bug in the Python tarfile package. By using extract() or extractall() on a tarfile object without sanitizing input, a maliciously crafted .tar file could perform a directory path traversal attack. We found at least one unsantized extractall() in your codebase and are providing a patch for you via pull request. The patch essentially checks to see if all tarfile members will be extracted safely and throws an exception otherwise. We encourage you to use this patch or your own solution to secure against CVE-2007-4559. Further technical information about the vulnerability can be found in this blog.

    If you have further questions you may contact us through this projects lead researcher Kasimir Schulz.

    opened by TrellixVulnTeam 0
Owner
Chin-Tung Lin
Chin-Tung Lin
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