# Voice isolation

> Voice isolation technology enhances voice cloning by filtering background noise and echo, enabling clear, real-time replication of vocal nuances using deep learning models with Mel-Spectrograms and neural networks like Tacotron 2 and WaveNet for high-fidelity speech synthesis.

## Overview

- **Model ID**: `vocal_isolator`
- **Category**: voice cloning
- **Provider**: modelslab
- **Source Type**: Open Source Model
- **Status**: model_ready
- **Screenshot**: `https://assets.modelslab.ai/generations/a898df5a-3208-4792-978f-c4bc36d9e4c8.webp`

## API Information

This model can be used via our HTTP API. See the API documentation and usage examples below.

### Endpoint

- **URL**: `https://modelslab.com/api/v6/voice/vocal_isolator`
- **Method**: POST

### Parameters

- **`init_video`** (required): Upload either audio or video for the one you want to remove background noise
  - Type: file ("audio/mp3,audio/wav,audio/mp4")
  - Example: Upload audio (Optional)

## Usage Examples

### cURL

```bash
curl --request POST \
  --url https://modelslab.com/api/v6/voice/vocal_isolator \
  --header "Content-Type: application/json" \
  --data '{
    "key": "YOUR_API_KEY",
    "model_id": "vocal_isolator",
    "init_video": "https://assets.modelslab.ai/generations/a85db55c-dca2-415c-97a5-51192916e61b.mp3"
  }'
```

### Python

```python
import requests

response = requests.post(
    "https://modelslab.com/api/v6/voice/vocal_isolator",
    headers={
        "Content-Type": "application/json"
    },
    json={
        "key": "YOUR_API_KEY",
        "model_id": "vocal_isolator",
        "init_video": "https://assets.modelslab.ai/generations/a85db55c-dca2-415c-97a5-51192916e61b.mp3"
    }
)

print(response.json())
```

### JavaScript

```javascript
fetch("https://modelslab.com/api/v6/voice/vocal_isolator", {
  method: "POST",
  headers: {
    "Content-Type": "application/json"
  },
  body: JSON.stringify({
    "key": "YOUR_API_KEY",
    "model_id": "vocal_isolator",
    "init_video": "https://assets.modelslab.ai/generations/a85db55c-dca2-415c-97a5-51192916e61b.mp3"
  })
})
.then(response => response.json())
.then(data => console.log(data));
```

## Integration Options

### CLI

Install: `curl -fsSL https://modelslab.sh/install.sh | sh` or `brew install modelslab/tap/modelslab`

```bash
modelslab auth login                                    # Authenticate
modelslab models search "vocal_isolator"                       # Find this model
modelslab models detail --id vocal_isolator                    # Get model details
modelslab generate image --prompt "..." --model vocal_isolator  # Generate with model
modelslab config set generation.default_model vocal_isolator   # Set as default
```

- Website: https://modelslab.sh
- GitHub: https://github.com/ModelsLab/modelslab-cli

### MCP Servers (Model Context Protocol)

For Claude Code, Cursor, VS Code, Windsurf, and any MCP-compatible agent.

- Generation: `https://modelslab.com/mcp/v7` (API key auth, 23 tools)
- Agent Control Plane: `https://modelslab.com/mcp/agents` (Bearer token auth, 10 tools)

Claude Code config (`~/.claude/settings.json`):

```json
{
  "mcpServers": {
    "modelslab-v7": {
      "url": "https://modelslab.com/mcp/v7",
      "headers": {
        "Authorization": "Bearer YOUR_API_KEY"
      }
    }
  }
}
```

- Documentation: https://docs.modelslab.com/mcp-web-api/overview

### Agent Skills

Install skill files directly into AI coding agents:

```bash
npx skills add modelslab/skills --all                          # All skills
npx skills add modelslab/skills --skill image-generation       # Specific skill
npx skills add modelslab/skills --all -a claude-code -a cursor # Target agents
```

- GitHub: https://github.com/ModelsLab/skills
- Documentation: https://docs.modelslab.com/agent-skills

### SDKs

- Python: `pip install modelslab`
- TypeScript: `npm install modelslab`
- PHP: `composer require modelslab/modelslab`
- Go: `go get github.com/modelslab/modelslab-go`
- Dart: `dart pub add modelslab`

## Links

- [Model Playground](https://modelslab.com/models/vocal_isolator_audio/vocal_isolator)
- [API Documentation](https://docs.modelslab.com)
- [ModelsLab Platform](https://modelslab.com)