--- 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/ ```