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  widget:
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  - text: "Muraho neza, murakaza neza mu Rwanda."
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  example_title: "Muraho neza, murakaza neza mu Rwanda."
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  widget:
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  - text: "Muraho neza, murakaza neza mu Rwanda."
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  example_title: "Muraho neza, murakaza neza mu Rwanda."
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+ ---
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+ **Model card - Kinyarwanda TTS model**
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+ **Model details**
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+ - Kinyarwanda Text to Speech model
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+ - Developed by [Digital Umuganda](digitalumuganda.com), [Arxia](https://www.arxia.com/home.html) and [Zevo Tech](https://zevo-tech.com/)
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+ - Model based from: Fastspeech and Waveglow
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+ - License: Mozilla 2.0 License
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+ - Feedback on the model: [email protected]
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+
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+ **Metrics**
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+ - We use Mean Opinion Score (MOS) to evaluate the model with a maximum score being 5
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+ |Test Corpus|MOS|
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+ |-----------|---|
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+ |Custom phrases|3|
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+ **Challenges**
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+ - The model does not always capture the Kinyarwanda tones
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+ **Recommendations**
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+ - Use a tonal dictionary to train future models
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+ - Add numbers and symbols Dictionary