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# TTS ONNX Inference Examples
This guide provides examples for running TTS inference using `example_onnx`.
## Installation
This project uses Swift Package Manager (SPM) for dependency management.
### Prerequisites
- Swift 5.9 or later
- macOS 13.0 or later
### Build the project
```bash
swift build -c release
```
## Basic Usage
### Example 1: Default Inference
Run inference with default settings:
```bash
.build/release/example_onnx
```
This will use:
- Voice style: `assets/voice_styles/M1.json`
- Text: "This morning, I took a walk in the park, and the sound of the birds and the breeze was so pleasant that I stopped for a long time just to listen."
- Output directory: `results/`
- Total steps: 5
- Number of generations: 4
### Example 2: Batch Inference
Process multiple voice styles and texts at once:
```bash
.build/release/example_onnx \
--voice-style assets/voice_styles/M1.json,assets/voice_styles/F1.json \
--text "The sun sets behind the mountains, painting the sky in shades of pink and orange.|The weather is beautiful and sunny outside. A gentle breeze makes the air feel fresh and pleasant."
```
This will:
- Generate speech for 2 different voice-text pairs
- Use male voice (M1.json) for the first text
- Use female voice (F1.json) for the second text
- Process both samples in a single batch
### Example 3: High Quality Inference
Increase denoising steps for better quality:
```bash
.build/release/example_onnx \
--total-step 10 \
--voice-style assets/voice_styles/M1.json \
--text "Increasing the number of denoising steps improves the output's fidelity and overall quality."
```
This will:
- Use 10 denoising steps instead of the default 5
- Produce higher quality output at the cost of slower inference
## Available Arguments
| Argument | Type | Default | Description |
|----------|------|---------|-------------|
| `--use-gpu` | flag | False | Use GPU for inference (default: CPU) |
| `--onnx-dir` | str | `assets/onnx` | Path to ONNX model directory |
| `--total-step` | int | 5 | Number of denoising steps (higher = better quality, slower) |
| `--n-test` | int | 4 | Number of times to generate each sample |
| `--voice-style` | str+ | `assets/voice_styles/M1.json` | Voice style file path(s) |
| `--text` | str+ | (long default text) | Text(s) to synthesize |
| `--save-dir` | str | `results` | Output directory |
## Notes
- **Batch Processing**: The number of `--voice-style` files must match the number of `--text` entries
- **Quality vs Speed**: Higher `--total-step` values produce better quality but take longer
- **GPU Support**: GPU mode is not supported yet