|
|
--- |
|
|
task_categories: |
|
|
- automatic-speech-recognition |
|
|
- audio-classification |
|
|
language: |
|
|
- ru |
|
|
- be |
|
|
- cs |
|
|
- bg |
|
|
- ka |
|
|
- mk |
|
|
- pl |
|
|
- sr |
|
|
- sl |
|
|
- uk |
|
|
tags: |
|
|
- speech-recogniton |
|
|
- entity-tagging |
|
|
- intent-classification |
|
|
- age-prediction |
|
|
- emotion-classication |
|
|
--- |
|
|
# Meta Speech Recognition Slavic Languages Dataset (Common Voice) |
|
|
|
|
|
This dataset contains metadata for Slavic language speech recognition samples from Common Voice. |
|
|
|
|
|
## Dataset Sources and Credits |
|
|
|
|
|
This dataset contains samples from Mozilla Common Voice: |
|
|
- Source: https://commonvoice.mozilla.org/en/datasets |
|
|
- License: CC0-1.0 |
|
|
- Citation: Please acknowledge Mozilla Common Voice if you use this data |
|
|
|
|
|
## Languages Included |
|
|
|
|
|
The dataset includes the following Slavic languages: |
|
|
- Belarusian (be) |
|
|
- Bulgarian (bg) |
|
|
- Czech (cs) |
|
|
- Georgian (ka) |
|
|
- Macedonian (mk) |
|
|
- Polish (pl) |
|
|
- Russian (ru) |
|
|
- Slovak (sk) |
|
|
- Slovenian (sl) |
|
|
- Serbian (sr) |
|
|
- Ukrainian (uk) |
|
|
|
|
|
## Dataset Statistics |
|
|
|
|
|
### Splits and Sample Counts |
|
|
- **train**: 1562732 samples |
|
|
- **valid**: 86814 samples |
|
|
- **test**: 86827 samples |
|
|
|
|
|
## Example Samples |
|
|
### train |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_35310612.mp3", |
|
|
"text": "Аднак электарат вырашыў інакш. AGE_18_30 GER_MALE EMOTION_NEUTRAL INTENT_INFORM", |
|
|
"duration": 5.22 |
|
|
} |
|
|
``` |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_32521083.mp3", |
|
|
"text": "Але гэта не адзіны паток. AGE_18_30 GER_FEMALE EMOTION_NEUTRAL INTENT_INFORM", |
|
|
"duration": 2.74 |
|
|
} |
|
|
``` |
|
|
|
|
|
### valid |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_29218733.mp3", |
|
|
"text": "Вы ж зразумейце наколькі гэта складана. AGE_18_30 GER_MALE EMOTION_NEUTRAL INTENT_INFORM", |
|
|
"duration": 4.32 |
|
|
} |
|
|
``` |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_29003430.mp3", |
|
|
"text": "Адмовіцца ад яго немагчыма. AGE_18_30 GER_MALE EMOTION_NEUTRAL INTENT_ASSERT", |
|
|
"duration": 3.42 |
|
|
} |
|
|
``` |
|
|
|
|
|
### test |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_29742537.mp3", |
|
|
"text": "Гарэла святло ў хатах. AGE_18_30 GER_FEMALE EMOTION_FEAR INTENT_INFORM", |
|
|
"duration": 2.45 |
|
|
} |
|
|
``` |
|
|
```json |
|
|
{ |
|
|
"audio_filepath": "/cv/cv-corpus-15.0-2023-09-08/be/clips/common_voice_be_28447241.mp3", |
|
|
"text": "А новых грошай узяць няма адкуль. AGE_18_30 GER_MALE EMOTION_NEUTRAL INTENT_INFORM", |
|
|
"duration": 3.31 |
|
|
} |
|
|
``` |
|
|
|
|
|
|
|
|
## Downloading Audio Files |
|
|
|
|
|
To use this dataset, you need to download the Common Voice dataset for each language. The audio files are not included in this repository. |
|
|
|
|
|
### Download Instructions |
|
|
|
|
|
1. Download Common Voice dataset version 15.0 (2023-09-08) for each language: |
|
|
```bash |
|
|
# For each language (replace {lang} with language code: be, bg, cs, ka, mk, pl, ru, sk, sl, sr, uk) |
|
|
wget https://voice-prod-bundler-ee1969a6ce8178826482b88e843c335139bd3fb4.s3.amazonaws.com/cv-corpus-15.0-2023-09-08/{lang}.tar.gz |
|
|
|
|
|
# Extract the files |
|
|
tar -xzf {lang}.tar.gz |
|
|
``` |
|
|
|
|
|
2. Place the extracted files in the following structure: |
|
|
``` |
|
|
/cv/cv-corpus-15.0-2023-09-08/ |
|
|
├── be/ |
|
|
├── bg/ |
|
|
├── cs/ |
|
|
├── ka/ |
|
|
├── mk/ |
|
|
├── pl/ |
|
|
├── ru/ |
|
|
├── sk/ |
|
|
├── sl/ |
|
|
├── sr/ |
|
|
└── uk/ |
|
|
``` |
