Crates.io | video-summarizer |
lib.rs | video-summarizer |
version | 1.2.3 |
source | src |
created_at | 2019-09-30 16:23:21.724148 |
updated_at | 2020-01-01 22:19:02.657965 |
description | Application that uses FFMPEG to summarize video. Infers which parts of the video are silent or loud and speeds them up at different rates. Great for long lecture videos. |
homepage | https://github.com/SoptikHa2/video-summarizer |
repository | https://github.com/SoptikHa2/video-summarizer |
max_upload_size | |
id | 168847 |
size | 59,022 |
DISCLAIMER: This is work in progress. It is not yet to be used anywhere where it's important that it doesn't fail. If it doesn't work, file a github issue. Things generally work, but workarounds often include "not messing too much with piping video in/out".
PROGRESS: We are working on implementing much faster and efficient way to use this tool. From hours of processing to few seconds. The disadvantage is that vlc media player will become mandatory dependency. You can track progress in the vlc
branch.
This application lets user speed up video at varying rates, based on current loudness. For example, I can speed up loud parts of a lecture 1.5x, and the silent parts 5x. Application does this by taking audio and search where the audio has suspiciously constant level for big amount of time. Afterwards, I just split it, speed it up, and concatenate it via ffmpeg. This was done primarily to learn more about Rust, but the result are actually much better than I thought. I think this would actually be viable to use in case of internet lectures.
See the Results section for analysis I did few versions ago.
Convert multiple lecture files. Speed up loud parts 1.5x and silent parts 5x.
for lecture-video in *.mp4; do
video-summarizer -l 1.5 -s 5 "$lecture_video" -o "NEW-$lecture_video"
done
I don't care about quality, I need it NOW.
video-summarizer -l 2.5 -s 7 --fast video.mp4 -o new-video.mp4
Cut silent parts out of a video.
video-summarizer -s 100 video.mp4 -o video-cut.mp4
Download audio of a very long talk from youtube, speed up loud parts 2x and silent parts 4x, and pipe that into VLC.
youtube-dl -f 'bestaudio[ext=m4a]' 'https://www.youtube.com/watch?v=KSWqx8goqSY' -o - |
video-summarizer --audio -l 2 -s 4 - -o - |
vlc -
Make sure you have required dependencies and either download binary from releases, or build it yourself. I suggest you to download binary if you want to just try it, but the best option is building directly from Rust repository. Everything, including updates, is taken care of.
Install ffmpeg [apt] [pacman] in order to use this program.
If you want to build it yourself, you'll need to install rust [apt] [pacman] and git [apt] [pacman] as well.
cargo install video-summarizer
# Clone this repository
git clone https://github.com/SoptikHa2/video-summarizer.git
# Compile debug build to verify everything works
cd video-summarizer
cargo build
target/debug/video-summarizer -h
# Install release build
cargo install
# Run
# this will speedup loud parts 1.5x and completely drop silent parts (as speedup factor is >= 100)
video-summarizer -l 1.5 -s 100 path/to/video
Everything was tested with ffmpeg 4.2, and video summarizer 1.1.1. Settings: -l 1.5 -s 100
.
Name | Duration (s) | Silent time (%) | Saved time (s) |
---|---|---|---|
DEFCON 17: That Awesome Time I Was Sued For Two Billion Dollars | 1887 | 15.32% | 822 (43.55%) |
1. Introduction and Scope (MIT AI course) | 2838 | 40.12% | 1706 (60.08%) |
Black Mirror: White Christmas | 4326 | 11.93% | 1786 (41.29%) |
Puella Magi Madoka Magica Ep 10 | 1449 | 7.22% | 553 (38.15%) |