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| title: "Ukrainian Speech-to-Text" | |
| emoji: 🐌 | |
| colorFrom: blue | |
| colorTo: yellow | |
| sdk: gradio | |
| sdk_version: 3.41.2 | |
| app_file: app.py | |
| pinned: false | |
| # 🇺🇦🎤 Voice recognition for Ukrainian language | |
| This is a repository with aim to apply various speech recognition models on Ukrainian language. | |
| You can see online demo here: https://huggingface.co/spaces/robinhad/ukrainian-stt. | |
| Github link: https://github.com/robinhad/voice-recognition-ua. | |
| Source code is in this repository together with auto-deploy pipeline scripts. | |
| # 🧮 Models | |
| Model name | CER | WER | License | Note | |
| :-------------------------|:-------------------------|:-------------------------|:-------------------------|:------------------------- | |
| [Wav2Vec2](https://github.com/robinhad/voice-recognition-ua/releases/tag/release%2Fwav2vec2-v0.1) | 6,01% | 27,99% | MIT | Common Voice 8 dataset, `test` set used as validation | |
| [DeepSpeech with Wiki LM](https://github.com/robinhad/voice-recognition-ua/releases/tag/v0.4) | 12% | 30,65% | CC-BY-NC 4.0 | Common Voice 6 dataset | |
| [DeepSpeech](https://github.com/robinhad/voice-recognition-ua/releases/tag/v0.4) | 16% | 57% | CC-BY-NC 4.0 | Common Voice 6 dataset | |
| Checkout latest releases here: https://github.com/robinhad/voice-recognition-ua/releases/. | |
| If you'd like to check out different models for Ukrainian language, please visit https://github.com/egorsmkv/speech-recognition-uk. | |
| # 🤖 Training scripts | |
| Guides for training are available in corresponding folders for each model. | |
| # Support | |
| If you like my work, please support here: https://send.monobank.ua/jar/48iHq4xAXm | |
| # 🤝 Attribution | |
| [@robinhad](https://github.com/robinhad) - model training. | |
| [@egorsmkv](https://github.com/egorsmkv) - organized [Ukrainian Speech recognition community](https://github.com/egorsmkv/speech-recognition-uk). | |
| [@tarasfrompir](https://github.com/tarasfrompir) - created synthetic 1200h Ukrainian Speech-to-Text dataset. | |
| [@AlexeyBoiler](https://github.com/AlexeyBoiler) - hosted Ukrainian Speech-to-Text dataset. | |