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+ ---
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+ language: lg
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+ license: apache-2.0
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+ tags: [text-to-speech, tts, nemo, luganda, african-languages]
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+ datasets: [Sunbird/salt]
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+ ---
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+
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+ # Luganda TTS v3
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+
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+ Text-to-Speech system for Luganda using NVIDIA NeMo.
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+
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+ ## Models
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+ | Model | Description | Size |
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+ |-------|-------------|------|
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+ | `luganda_fastpitch.nemo` | FastPitch spectrogram generator | 187 MB |
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+ | `luganda_hifigan.nemo` | HiFi-GAN neural vocoder | 339 MB |
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+
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+ ## Training
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+ - **Dataset**: Sunbird/salt (~2,380 samples, 2.69 hours)
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+ - **FastPitch**: 20,000 steps
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+ - **HiFi-GAN**: 20,000 steps
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+ - **Sample Rate**: 22,050 Hz
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+
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+ ## Usage
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+ ```python
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+ from nemo.collections.tts.models import FastPitchModel, HifiGanModel
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+
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+ fastpitch = FastPitchModel.restore_from("luganda_fastpitch.nemo")
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+ hifigan = HifiGanModel.restore_from("luganda_hifigan.nemo")
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+
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+ text = "Oli otya?"
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+ spec = fastpitch.generate_spectrogram(tokens=fastpitch.parse(text))
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+ audio = hifigan.convert_spectrogram_to_audio(spec=spec)
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+ ```