https://github.com/aitor-alvarez/emorabic
Tools for creating speech corpora by extracting audio from YouTube videos
https://github.com/aitor-alvarez/emorabic
audio corpus-tools speech speech-corpora speech-processing
Last synced: 7 months ago
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Tools for creating speech corpora by extracting audio from YouTube videos
- Host: GitHub
- URL: https://github.com/aitor-alvarez/emorabic
- Owner: aitor-alvarez
- Created: 2021-06-09T22:52:10.000Z (over 4 years ago)
- Default Branch: master
- Last Pushed: 2022-08-15T19:40:18.000Z (about 3 years ago)
- Last Synced: 2025-01-25T16:44:15.576Z (9 months ago)
- Topics: audio, corpus-tools, speech, speech-corpora, speech-processing
- Language: Python
- Homepage:
- Size: 17.7 MB
- Stars: 2
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
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README
### How to use this code:
- we can use the following commad to download audios and save them to csv file.
`python main.py --max-results 10 --duration 2020 --region 'Egypt'`
The audios will be downloaded in `audio` directory and the `csv file` will be in data directory.
In the `audio` directory, there are `egyptian`, `gulf`, `levantine`, `moroccan` and `tunisian` directories where the downloaded audio/s will be saved in these directories depending on the region. The same applies to the `csv files` that will be saved in the `data` directory.
When switching between the `region` on the commadline, we need to fix the code to reflect the result in both `audio` and `data` directories. This can be done by fixing line `65` in utils:
```
datafile = "./data/gulf.csv"
```
and line `73` in utils as well:
```
"outtmpl": "./audio/gulf/%(id)s.%(ext)s"
```
The `csv`file should look as follows:
```
type id term emotion region duration link
1683 video CpSCDjftbxY ['يفضح'] surprise Kuwait 2:34 https://www.youtube.com/watch?v=CpSCDjftbxY
1700 video LMAQIuo2oWA ['يفضح'] surprise Kuwait 2:25 https://www.youtube.com/watch?v=LMAQIuo2oWA
1701 video RCM7T2Qm9p8 ['يفضح'] surprise Kuwait 9:58 https://www.youtube.com/watch?v=RCM7T2Qm9p8
1702 video VuogUDHetA8 ['يفضح'] surprise Kuwait 2:20 https://www.youtube.com/watch?v=VuogUDHetA8
1703 video 14GG7orZYXk ['يفضح'] surprise Kuwait 10:26 https://www.youtube.com/watch?v=14GG7orZYXk
1705 video h1PyFdH3T4Y ['يفضح'] surprise Kuwait 2:23 https://www.youtube.com/watch?v=h1PyFdH3T4Y
1706 video 3OmfFcWnqU0 ['يفضح'] surprise Kuwait 10:08 https://www.youtube.com/watch?v=3OmfFcWnqU0
1707 video BqcQJG-POfE ['يفضح'] surprise Kuwait 3:49 https://www.youtube.com/watch?v=BqcQJG-POfE
1708 video bz_Vp-W5_-4 ['يفضح'] surprise Kuwait 1:35 https://www.youtube.com/watch?v=bz_Vp-W5_-4
```
- NOTES: I just noticed that `terms` overlap between different dialects so I suggest separating our downloaded audios by region.