| --- |
| license: cc-by-4.0 |
| library_name: f5-tts |
| datasets: |
| - SPRINGLab/IndicTTS-Hindi |
| - SPRINGLab/IndicVoices-R_Hindi |
| language: |
| - hi |
| pipeline_tag: text-to-speech |
| base_model: |
| - SPRINGLab/F5-Hindi-24KHz |
| tags: |
| - f5-tts |
| - hindi |
| - tts |
| - fine-tuned |
| --- |
| # F5-TTS Hindi |
| Fine-tuned F5-TTS model for Hindi text-to-speech. |
| ## Training Details |
| - **Base model:** SPRINGLab/F5-Hindi-24KHz (151M params, F5-TTS Small) |
| - **Datasets:** IndicTTS-Hindi + IndicVoices-R_Hindi |
| - **Learning rate:** 1e-05 |
| - **Epochs:** 10 |
| - **Batch size:** 200 frames/GPU |
| - **Architecture:** DiT (dim=768, depth=18, heads=12) + ConvNeXt V2 (dim=512, layers=4) |
| - **Audio:** 24kHz, 100-dim mel spectrogram, Vocos vocoder |
| ## Usage |
| ```python |
| from f5_tts.api import F5TTS |
| model = F5TTS( |
| model_type="F5-TTS", |
| ckpt_file="path/to/model_last.pt", |
| vocab_file="path/to/vocab.txt", |
| ) |
| wav, sr, _ = model.infer( |
| ref_file="reference.wav", |
| ref_text="संदर्भ पाठ हिंदी में", |
| gen_text="आपका दिन शुभ हो", |
| ) |
| ``` |
| |
