ai-voice-cloning

AI voice generation, text-to-speech, and voice synthesis via inference.sh CLI. Models: Inworld TTS-2 (100+ languages, emotion/non-verbal steering), Inworld TTS…

INSTALLATION
npx skills add https://github.com/inference-sh/skills --skill ai-voice-cloning
Run in your project or agent environment. Adjust flags if your CLI version differs.

SKILL.md

Install the belt CLI skill: npx skills add belt-sh/cli

AI Voice Generation

Generate natural AI voices via inference.sh CLI.

Quick Start

Requires inference.sh CLI (belt). Install instructions

belt login

Generate speech

belt app run infsh/kokoro-tts --input '{

"prompt": "Hello! This is an AI-generated voice that sounds natural and engaging.",

"voice": "af_sarah"

}'

## Available Models

| Model | App ID | Best For |

|-------|--------|----------|

| **Inworld TTS-2** | `inworld/text-to-speech-2` | **100+ languages, emotion/non-verbal steering, delivery modes** |

| Inworld TTS 1.5 Max | `inworld/text-to-speech-1-5-max` | Low latency (<200ms), 15 languages |

| Inworld TTS 1.5 Mini | `inworld/text-to-speech-1-5-mini` | Ultra-low latency (~120ms), 15 languages, real-time |

| ElevenLabs TTS | `elevenlabs/tts` | Premium quality, 22+ voices, 32 languages |

| ElevenLabs Voice Changer | `elevenlabs/voice-changer` | Transform existing voice recordings |

| Kokoro TTS | `infsh/kokoro-tts` | Natural, multiple voices |

| DIA | `infsh/dia-tts` | Conversational, expressive |

| Chatterbox | `infsh/chatterbox` | Casual, entertainment |

| Higgs | `infsh/higgs-tts` | Professional narration |

| VibeVoice | `infsh/vibevoice` | Emotional range |

## Kokoro Voice Library

### American English

| Voice ID | Gender | Style |

|----------|--------|-------|

| `af_sarah` | Female | Warm, friendly |

| `af_nicole` | Female | Professional |

| `af_sky` | Female | Youthful |

| `am_michael` | Male | Authoritative |

| `am_adam` | Male | Conversational |

| `am_echo` | Male | Clear, neutral |

### British English

| Voice ID | Gender | Style |

|----------|--------|-------|

| `bf_emma` | Female | Refined |

| `bf_isabella` | Female | Warm |

| `bm_george` | Male | Classic |

| `bm_lewis` | Male | Modern |

## Inworld TTS — Character &#x26; Emotion Voices

Inworld TTS-2 is purpose-built for character voices, gaming, and expressive speech. Use `[brackets]` inline for emotion, non-verbals, and delivery control:

Expressive character voice with emotion steering

belt app run inworld/text-to-speech-2 --input '{

"text": "[excited] Oh wow, you actually found the ancient artifact! [gasp] I cannot believe it... [whisper] We need to keep this between us.",

"voice_id": "Sarah",

"delivery_mode": "CREATIVE"

}'

Calm narrator with stable delivery

belt app run inworld/text-to-speech-2 --input '{

"text": "The sun set behind the mountains, casting long shadows across the valley. A new chapter was about to begin.",

"voice_id": "Sarah",

"delivery_mode": "STABLE"

}'


**Delivery modes:** `STABLE` (consistent, narration), `BALANCED` (natural, default), `CREATIVE` (expressive, characters)

**Steering examples:** `[laugh]`, `[sigh]`, `[whisper]`, `[excited]`, `[sad]`, `[angry]`, `[pause]`, `[gasp]`

**Built-in voices** (271+ across 15 languages): `Sarah`, `Alex`, `Ashley`, `Dennis`, `Hana`, `Blake`, `Luna`, `Clive`, and many more. Browse all at the [Inworld TTS Playground](https://platform.inworld.ai/tts-playground).

### Low-Latency for Real-Time / Conversational AI

Ultra-fast response for chatbots &#x26; game NPCs (~120ms)

belt app run inworld/text-to-speech-1-5-mini --input '{

"text": "Welcome, traveler. What brings you to our village?",

"voice_id": "Clive",

"speaking_rate": 0.9

}'


## Voice Generation Examples

### Professional Narration

belt app run infsh/kokoro-tts --input '{

"prompt": "Welcome to our quarterly earnings call. Today we will discuss the financial performance and strategic initiatives for the past quarter.",

"voice": "am_michael",

"speed": 1.0

}'


### Conversational Style

belt app run infsh/dia-tts --input '{

"text": "Hey, so I was thinking about that project we discussed. What if we tried a different approach?",

"voice": "conversational"

}'


### Audiobook Narration

belt app run infsh/kokoro-tts --input '{

"prompt": "Chapter One. The morning mist hung low over the valley as Sarah made her way down the winding path. She had been walking for hours.",

"voice": "bf_emma",

"speed": 0.9

}'


### Video Voiceover

belt app run infsh/kokoro-tts --input '{

"prompt": "Introducing the next generation of productivity. Work smarter, not harder.",

"voice": "af_nicole",

"speed": 1.1

}'


### Podcast Host

belt app run infsh/kokoro-tts --input '{

"prompt": "Welcome back to Tech Talk! Im your host, and today we are diving deep into the world of artificial intelligence.",

"voice": "am_adam"

}'


## Multi-Voice Conversation

Generate dialogue between two speakers

Speaker 1

belt app run infsh/kokoro-tts --input '{

"prompt": "Have you seen the latest AI developments? Its incredible how fast things are moving.",

"voice": "am_michael"

}' > speaker1.json

Speaker 2

belt app run infsh/kokoro-tts --input '{

"prompt": "I know, right? Just last week I tried that new image generator and was blown away.",

"voice": "af_sarah"

}' > speaker2.json

Merge conversation

belt app run infsh/media-merger --input '{

"audio_files": ["<speaker1-url>", "<speaker2-url>"],

"crossfade_ms": 300

}'


## Long-Form Content

### Chunked Processing

For content over 5000 characters, split into chunks:

Process long text in chunks

TEXT="Your very long text here..."

Split and generate

Chunk 1

belt app run infsh/kokoro-tts --input '{

"prompt": "<chunk-1>",

"voice": "bf_emma"

}' > chunk1.json

Chunk 2

belt app run infsh/kokoro-tts --input '{

"prompt": "<chunk-2>",

"voice": "bf_emma"

}' > chunk2.json

Merge chunks

belt app run infsh/media-merger --input '{

"audio_files": ["<chunk1-url>", "<chunk2-url>"],

"crossfade_ms": 100

}'


## Voice + Video Workflow

### Add Voiceover to Video

1. Generate voiceover

belt app run infsh/kokoro-tts --input '{

"prompt": "This stunning footage shows the beauty of nature in its purest form.",

"voice": "am_michael"

}' > voiceover.json

2. Merge with video

belt app run infsh/media-merger --input '{

"video_url": "https://your-video.mp4",

"audio_url": "<voiceover-url>"

}'


### Create Talking Head

1. Generate speech

belt app run infsh/kokoro-tts --input '{

"prompt": "Hi, Im excited to share some updates with you today.",

"voice": "af_sarah"

}' > speech.json

2. Animate with avatar

belt app run bytedance/omnihuman-1-5 --input '{

"image_url": "https://portrait.jpg",

"audio_url": "<speech-url>"

}'


## Speed and Pacing

Speed
Effect
Use For

0.8
Slow, deliberate
Audiobooks, meditation

0.9
Slightly slow
Education, tutorials

1.0
Normal
General purpose

1.1
Slightly fast
Commercials, energy

1.2
Fast
Quick announcements

Slow narration

belt app run infsh/kokoro-tts --input '{

"prompt": "Take a deep breath. Let yourself relax.",

"voice": "bf_emma",

"speed": 0.8

}'


## Punctuation for Pacing

Use punctuation to control speech rhythm:

Punctuation
Effect

Period `.`
Full pause

Comma `,`
Brief pause

`...`
Extended pause

`!`
Emphasis

`?`
Question intonation

`-`
Quick break

belt app run infsh/kokoro-tts --input '{

"prompt": "Wait... Did you hear that? Something is coming. Something big!",

"voice": "am_adam"

}'


## Best Practices

- **Match voice to content** - Professional voice for business, casual for social

- **Use punctuation** - Control pacing with periods and commas

- **Keep sentences short** - Easier to generate and sounds more natural

- **Test different voices** - Same text sounds different across voices

- **Adjust speed** - Slightly slower often sounds more natural

- **Break long content** - Process in chunks for consistency

## Use Cases

- **Voiceovers** - Video narration, commercials

- **Audiobooks** - Full book narration

- **Podcasts** - AI hosts and guests

- **E-learning** - Course narration

- **Accessibility** - Screen reader content

- **IVR** - Phone system messages

- **Content localization** - Translate and voice

## Related Skills

ElevenLabs TTS (premium, 22+ voices)

npx skills add inference-sh/skills@elevenlabs-tts

ElevenLabs voice changer (transform recordings)

npx skills add inference-sh/skills@elevenlabs-voice-changer

All TTS models

npx skills add inference-sh/skills@text-to-speech

Podcast creation

npx skills add inference-sh/skills@ai-podcast-creation

AI avatars

npx skills add inference-sh/skills@ai-avatar-video

Video generation

npx skills add inference-sh/skills@ai-video-generation

Full platform skill

npx skills add inference-sh/skills@infsh-cli

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