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Video-Transcribe

★ 6 Open GitHub ↗

Using OpenAI's whisper or whisper-faster and ffmpeg take a list of video and audio files and provide subtitles

// repository documentation

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# Video Transcribe Tool using Open-AI's Whisper
Using OpenAI's whisper or whisper-faster and ffmpeg take a list of video and audio files and provide subtitles. These subtitle files can be used to feed it further into a LLM model and create a ML knowledge database to be queried by a user.

## Tested on
* Windows 10 64-bit, 19045.3693
* Python 3.9.13 64-bit
* ffmpeg v4.4-full_build
* Open-AI's whisper 20231117 release (CPU-based computation)
* Whister-faster 1.0.3 with support for large-v3 model (GPU-based computation)
* CUDA 12.5
* cuDNN v8.9.6 11.x release | *note:* cuDNN 9 is not supported yet | *more info:* https://github.com/SYSTRAN/faster-whisper/issues
* nVidia GTX 1080

## Demo

Let's get subtitles of the first 10 videos from Mr. Beast's youtube channel using CUDA

```python
python whisper-gpu.py -f https://www.youtube.com/@MrBeast/videos --playlist_end 10 -od mrbeast

Output
-----------------------SETTINGS------------------------
filename         https://www.youtube.com/@MrBeast/videos
input_dir        None
audio_filter     None
output_name      None
output_dir       mrbeast
language         en
beam_size        5
precision        auto
device           cuda
model_size       small
nproc            8
keep             False
verbose          False
quiet            False
start            None
end              None
codec            None
bitrate          None
playlist_start   None
playlist_end     10
---------------------DOWNLOADING-----------------------
```
<details>
<summary>More Output</summary>
  
```python
Parameters ['https://www.youtube.com/@MrBeast/videos', '-f', 'bestaudio[ext=m4a]/best[ext=aac]', '--merge-output-format', 'mkv', '--yes-overwrites', '--playlist-end', '10']

[youtube:tab] Extracting URL: https://www.youtube.com/@MrBeast/videos
[youtube:tab] @MrBeast/videos: Downloading webpage
[download] Downloading playlist: MrBeast - Videos
[youtube:tab] Playlist MrBeast - Videos: Downloading 10 items
[download] Downloading item 1 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=erLbbextvlY
[youtube] erLbbextvlY: Downloading webpage
[youtube] erLbbextvlY: Downloading ios player API JSON
[youtube] erLbbextvlY: Downloading android player API JSON
[youtube] erLbbextvlY: Downloading m3u8 information
[info] erLbbextvlY: Downloading 1 format(s): 140-15
[download] Destination: 7 Days Stranded On An Island [erLbbextvlY].m4a
[download] 100% of   20.77MiB in 00:00:00 at 21.64MiB/s00
[FixupM4a] Correcting container of "7 Days Stranded On An Island [erLbbextvlY].m4a"
[download] Downloading item 2 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=mKdjycj-7eE
[youtube] mKdjycj-7eE: Downloading webpage
[youtube] mKdjycj-7eE: Downloading ios player API JSON
[youtube] mKdjycj-7eE: Downloading android player API JSON
[youtube] mKdjycj-7eE: Downloading m3u8 information
[info] mKdjycj-7eE: Downloading 1 format(s): 140-14
[download] Destination: Stop This Train, Win a Lamborghini [mKdjycj-7eE].m4a
[download] 100% of   17.49MiB in 00:00:00 at 18.90MiB/s00
[FixupM4a] Correcting container of "Stop This Train, Win a Lamborghini [mKdjycj-7eE].m4a"
[download] Downloading item 3 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=tWYsfOSY9vY
[youtube] tWYsfOSY9vY: Downloading webpage
[youtube] tWYsfOSY9vY: Downloading ios player API JSON
[youtube] tWYsfOSY9vY: Downloading android player API JSON
[youtube] tWYsfOSY9vY: Downloading m3u8 information
[info] tWYsfOSY9vY: Downloading 1 format(s): 140-15
[download] Destination: I Survived 7 Days In An Abandoned City [tWYsfOSY9vY].m4a
[download] 100% of   16.10MiB in 00:00:00 at 21.02MiB/s00
[FixupM4a] Correcting container of "I Survived 7 Days In An Abandoned City [tWYsfOSY9vY].m4a"
[download] Downloading item 4 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=KOEfDvr4DcQ
[youtube] KOEfDvr4DcQ: Downloading webpage
[youtube] KOEfDvr4DcQ: Downloading ios player API JSON
[youtube] KOEfDvr4DcQ: Downloading android player API JSON
[youtube] KOEfDvr4DcQ: Downloading m3u8 information
[info] KOEfDvr4DcQ: Downloading 1 format(s): 140-14
[download] Destination: Face Your Biggest Fear To Win $800,000 [KOEfDvr4DcQ].m4a
[download] 100% of   20.42MiB in 00:00:01 at 15.06MiB/s00
[FixupM4a] Correcting container of "Face Your Biggest Fear To Win $800,000 [KOEfDvr4DcQ].m4a"
[download] Downloading item 5 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=krsBRQbOPQ4
[youtube] krsBRQbOPQ4: Downloading webpage
[youtube] krsBRQbOPQ4: Downloading ios player API JSON
[youtube] krsBRQbOPQ4: Downloading android player API JSON
[youtube] krsBRQbOPQ4: Downloading m3u8 information
[info] krsBRQbOPQ4: Downloading 1 format(s): 140-14
[download] Destination: $1 vs $250,000,000 Private Island! [krsBRQbOPQ4].m4a
[download] 100% of   15.72MiB in 00:00:00 at 18.04MiB/s00
[FixupM4a] Correcting container of "$1 vs $250,000,000 Private Island! [krsBRQbOPQ4].m4a"
[download] Downloading item 6 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=7ESeQBeikKs
[youtube] 7ESeQBeikKs: Downloading webpage
[youtube] 7ESeQBeikKs: Downloading ios player API JSON
[youtube] 7ESeQBeikKs: Downloading android player API JSON
[youtube] 7ESeQBeikKs: Downloading m3u8 information
[info] 7ESeQBeikKs: Downloading 1 format(s): 140-13
[download] Destination: Protect $500,000 Keep It! [7ESeQBeikKs].m4a
[download] 100% of   14.42MiB in 00:00:00 at 19.46MiB/s00
[FixupM4a] Correcting container of "Protect $500,000 Keep It! [7ESeQBeikKs].m4a"
[download] Downloading item 7 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=K_CbgLpvH9E
[youtube] K_CbgLpvH9E: Downloading webpage
[youtube] K_CbgLpvH9E: Downloading ios player API JSON
[youtube] K_CbgLpvH9E: Downloading android player API JSON
[youtube] K_CbgLpvH9E: Downloading m3u8 information
[info] K_CbgLpvH9E: Downloading 1 format(s): 140-13
[download] Destination: I Spent 7 Days In Solitary Confinement [K_CbgLpvH9E].m4a
[download] 100% of   18.77MiB in 00:00:00 at 21.75MiB/s00
[FixupM4a] Correcting container of "I Spent 7 Days In Solitary Confinement [K_CbgLpvH9E].m4a"
[download] Downloading item 8 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=lOKASgtr6kU
[youtube] lOKASgtr6kU: Downloading webpage
[youtube] lOKASgtr6kU: Downloading ios player API JSON
[youtube] lOKASgtr6kU: Downloading android player API JSON
[youtube] lOKASgtr6kU: Downloading m3u8 information
[info] lOKASgtr6kU: Downloading 1 format(s): 140-13
[download] Destination: I Saved 100 Dogs From Dying [lOKASgtr6kU].m4a
[download] 100% of   13.93MiB in 00:00:00 at 20.23MiB/s00
[FixupM4a] Correcting container of "I Saved 100 Dogs From Dying [lOKASgtr6kU].m4a"
[download] Downloading item 9 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=9RhWXPcKBI8
[youtube] 9RhWXPcKBI8: Downloading webpage
[youtube] 9RhWXPcKBI8: Downloading ios player API JSON
[youtube] 9RhWXPcKBI8: Downloading android player API JSON
[youtube] 9RhWXPcKBI8: Downloading m3u8 information
[info] 9RhWXPcKBI8: Downloading 1 format(s): 140-13
[download] Destination: Survive 100 Days Trapped, Win $500,000 [9RhWXPcKBI8].m4a
[download] 100% of   25.12MiB in 00:00:01 at 21.34MiB/s00
[FixupM4a] Correcting container of "Survive 100 Days Trapped, Win $500,000 [9RhWXPcKBI8].m4a"
[download] Downloading item 10 of 10
[youtube] Extracting URL: https://www.youtube.com/watch?v=tnTPaLOaHz8
[youtube] tnTPaLOaHz8: Downloading webpage
[youtube] tnTPaLOaHz8: Downloading ios player API JSON
[youtube] tnTPaLOaHz8: Downloading android player API JSON
[youtube] tnTPaLOaHz8: Downloading m3u8 information
[info] tnTPaLOaHz8: Downloading 1 format(s): 140-13
[download] Destination: $10,000 Every Day You Survive In A Grocery Store [tnTPaLOaHz8].m4a
[download] 100% of   19.94MiB in 00:00:00 at 20.84MiB/s00
[FixupM4a] Correcting container of "$10,000 Every Day You Survive In A Grocery Store [tnTPaLOaHz8].m4a"
[download] Finished downloading playlist: MrBeast - Videos
WARNING: [youtube] Skipping player responses from android clients (got player responses for video "aQvGIIdgFDM" instead of "erLbbextvlY")
Downloaded file C:\projects\mrbeast\7 Days Stranded On An Island [erLbbextvlY].m4a
Downloaded file C:\projects\mrbeast\Stop This Train, Win a Lamborghini [mKdjycj-7eE].m4a
Downloaded file C:\projects\mrbeast\I Survived 7 Days In An Abandoned City [tWYsfOSY9vY].m4a
Downloaded file C:\projects\mrbeast\Face Your Biggest Fear To Win $800,000 [KOEfDvr4DcQ].m4a
Downloaded file C:\projects\mrbeast\$1 vs $250,000,000 Private Island! [krsBRQbOPQ4].m4a
Downloaded file C:\projects\mrbeast\Protect $500,000 Keep It! [7ESeQBeikKs].m4a
Downloaded file C:\projects\mrbeast\I Spent 7 Days In Solitary Confinement [K_CbgLpvH9E].m4a
Downloaded file C:\projects\mrbeast\I Saved 100 Dogs From Dying [lOKASgtr6kU].m4a
Downloaded file C:\projects\mrbeast\Survive 100 Days Trapped, Win $500,000 [9RhWXPcKBI8].m4a
Downloaded file C:\projects\mrbeast\$10,000 Every Day You Survive In A Grocery Store [tnTPaLOaHz8].m4a
Returned code 0
-----------------------FINISHED------------------------
Media files found 10
--------------------INITIALIZING-----------------------
Processing file: C:\projects\mrbeast\7 Days Stranded On An Island [erLbbextvlY].m4a