| --- |
| 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/ |
| ``` |
