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# Examples to use HiggsAudioServeEngine
The `run_hf_example.py` script provides three different examples for using the `HiggsAudioServeEngine`.
Each example will generate an audio file (`output_{example}.wav`) in the current directory.
### Zero-Shot Voice Generation
Generate audio with specific voice characteristics (e.g., accents).
```bash
python run_hf_example.py zero_shot
```
### Voice Cloning
Clone a voice from a reference audio sample.
```bash
python run_hf_example.py voice_clone
```
### (Experimental) Interleaved Dialogue Generation
Higgs Audio v2 is also able to generate text. Here's an example that shows it is able to generate multi-speaker conversations with interleaved transcript and audio from scene descriptions.
```bash
python run_hf_example.py interleaved_dialogue
```