Deploy Kokoro TTS API
FastAPI Wrapper for Kokoro Text to Speech
Kokoro API
Just deployed
Deploy and Host Kokoro-FastAPI on Railway
Kokoro-FastAPI is a Dockerized FastAPI wrapper for the Kokoro-82M text-to-speech model. It provides OpenAI-compatible endpoints for multi-language speech synthesis with support for multiple audio formats, streaming, and voice combinations.
About Hosting Kokoro-FastAPI
Deploying Kokoro-FastAPI on Railway gives you an OpenAI-compatible text-to-speech API. The service supports multiple output formats (MP3, WAV, Opus, FLAC, M4A, PCM), streaming audio with configurable chunk sizes, and multi-language synthesis including English, Japanese, and Chinese. Advanced features include weighted voice combinations, word-level timestamped captions, and natural boundary detection for automatic sentence-based splitting. A built-in web UI and API documentation are included.
Common Use Cases
- Drop-in replacement for OpenAI's text-to-speech API
- Generating audio content in multiple languages
- Creating custom voices by combining existing voice profiles
- Producing captioned audio with word-level timestamps
- Streaming audio generation for real-time applications
Dependencies for Kokoro-FastAPI Hosting
- Docker container runtime
- Kokoro-82M model (Apache 2.0 licensed)
Deployment Dependencies
Implementation Details
OpenAI-compatible client usage:
from openai import OpenAI
client = OpenAI(
base_url="https://your-app.up.railway.app/v1",
api_key="your-api-key"
)
response = client.audio.speech.create(
model="kokoro",
voice="af_bella",
input="Hello world!"
)
response.stream_to_file("output.mp3")
Voice combinations with weighted ratios:
response = client.audio.speech.create(
model="kokoro",
voice="af_bella(2)+af_sky(1)", # 67% bella, 33% sky
input="Hello world!"
)
API Endpoints:
| Endpoint | Purpose |
|---|---|
POST /v1/audio/speech | OpenAI-compatible speech synthesis |
GET /v1/audio/voices | List available voices |
POST /v1/audio/voices/combine | Create weighted voice combinations |
POST /dev/captioned_speech | Generate audio with timestamps |
Web Interfaces:
- API Documentation:
/docs - Web UI:
/web
Why Deploy Kokoro-FastAPI on Railway?
Railway is a singular platform to deploy your infrastructure stack. Railway will host your infrastructure so you don't have to deal with configuration, while allowing you to vertically and horizontally scale it.
By deploying Kokoro-FastAPI on Railway, you are one step closer to supporting a complete full-stack application with minimal burden. Host your servers, databases, AI agents, and more on Railway.
Template Content
Kokoro API
ghcr.io/remsky/kokoro-fastapi-cpu:latest
