by sil-ai
Open source · 302 downloads · 1 likes
The "swh-bible-audio-speecht5" model is a fine-tuned version of Microsoft SpeechT5, specifically designed to generate audio files from biblical texts. It converts written passages of the Bible into natural and fluid voices, providing an immersive listening experience. This model is particularly useful for applications requiring audio playback of sacred texts, such as mobile apps, websites, or accessibility tools. What sets it apart is its specific adaptation to the biblical domain, ensuring pronunciation and intonation suited to religious contexts.
This model is a fine-tuned version of microsoft/speecht5_tts on the None dataset. It achieves the following results on the evaluation set:
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The following hyperparameters were used during training:
| Training Loss | Epoch | Step | Validation Loss |
|---|---|---|---|
| 0.0941 | 9.9032 | 1000 | 0.0779 |
| 0.0802 | 19.8040 | 2000 | 0.0755 |
| 0.0785 | 29.7047 | 3000 | 0.0732 |
| 0.0752 | 39.6055 | 4000 | 0.0751 |
| 0.0694 | 49.5062 | 5000 | 0.0752 |
| 0.065 | 59.4069 | 6000 | 0.0730 |
| 0.0795 | 69.3077 | 7000 | 0.0738 |
| 0.0637 | 79.2084 | 8000 | 0.0762 |
| 0.0616 | 89.1092 | 9000 | 0.0750 |
| 0.0599 | 99.0099 | 10000 | 0.0784 |
| 0.0571 | 108.9132 | 11000 | 0.0747 |
| 0.0547 | 118.8139 | 12000 | 0.0745 |
| 0.0547 | 128.7146 | 13000 | 0.0761 |
| 0.0577 | 138.6154 | 14000 | 0.0762 |
| 0.0546 | 148.5161 | 15000 | 0.0771 |
| 0.0514 | 158.4169 | 16000 | 0.0773 |
| 0.0538 | 168.3176 | 17000 | 0.0772 |
| 0.0522 | 178.2184 | 18000 | 0.0782 |
| 0.0494 | 188.1191 | 19000 | 0.0785 |
| 0.0487 | 198.0199 | 20000 | 0.0770 |
| 0.0486 | 207.9231 | 21000 | 0.0778 |
| 0.0488 | 217.8238 | 22000 | 0.0799 |
| 0.0475 | 227.7246 | 23000 | 0.0781 |
| 0.048 | 237.6253 | 24000 | 0.0812 |
| 0.0469 | 247.5261 | 25000 | 0.0794 |
| 0.0466 | 257.4268 | 26000 | 0.0786 |
| 0.0479 | 267.3275 | 27000 | 0.0796 |
| 0.0448 | 277.2283 | 28000 | 0.0795 |
| 0.0459 | 287.1290 | 29000 | 0.0799 |
| 0.045 | 297.0298 | 30000 | 0.0798 |
| 0.0451 | 306.9330 | 31000 | 0.0805 |
| 0.0444 | 316.8337 | 32000 | 0.0794 |
| 0.0446 | 326.7345 | 33000 | 0.0798 |
| 0.0452 | 336.6352 | 34000 | 0.0794 |
| 0.0436 | 346.5360 | 35000 | 0.0800 |
| 0.0433 | 356.4367 | 36000 | 0.0800 |
| 0.0477 | 366.3375 | 37000 | 0.0799 |
| 0.0441 | 376.2382 | 38000 | 0.0797 |
| 0.0435 | 386.1390 | 39000 | 0.0803 |
| 0.0443 | 396.0397 | 40000 | 0.0800 |