Model card - Kinyarwanda TTS model

Model details

Metrics

  • We use Mean Opinion Score (MOS) to evaluate the model with a maximum score being 5
Test Corpus MOS
Custom phrases 3

Challenges

  • The model does not always capture the Kinyarwanda tones

Recommendations

  • Use a tonal dictionary to train future models
  • Add a numbers and symbols Dictionary
  • Create a code-switching dictionary containing foreign words used in Kinyarwanda
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The model cannot be deployed to the HF Inference API: The HF Inference API does not support text-to-speech models for fastpitch library.

Dataset used to train mbazaNLP/kinyarwanda-tts-model