Kokoro AI: Revolutionizing Text-to-Speech Technology
Kokoro AI, with just 82 million parameters, offers unparalleled performance in text-to-speech synthesis, making it a leader among free, open-source TTS solutions. Perfect for developers and businesses looking for high-quality, resource-efficient TTS models.
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How to Get Started with Kokoro AI
Learn how to set up and use Kokoro AI for generating high-quality speech from text with just a few steps.
- Clone the Kokoro AI repository from Hugging Face and install dependencies: `git clone https://huggingface.co/hexgrad/Kokoro-82M` and install required libraries.
- Load the Kokoro AI model and choose a voicepack. Select from various voice options like American or British English.
- Use the `generate` function to convert text into 24kHz audio and play it back using tools like IPython's display module.
Frequently Asked Questions
What makes Kokoro AI unique among TTS models?
Kokoro AI stands out due to its compact size of just 82 million parameters, open-source Apache 2.0 license, and remarkable performance that rivals much larger models. It offers diverse voice options, including American and British English, and supports ONNX for lightweight, real-time deployments.
How does Kokoro AI achieve such high performance with fewer parameters?
Kokoro AI leverages optimized architectures like StyleTTS2 and ISTFTNet, paired with a carefully distilled dataset of less than 100 hours. This efficient approach allows it to produce high-quality speech while maintaining a small model size.
Can I use Kokoro AI for commercial purposes?
Yes, Kokoro AI is licensed under the permissive Apache 2.0 license, which allows for unrestricted commercial use. This makes it an ideal choice for businesses looking to integrate TTS capabilities into their applications.
What are the limitations of Kokoro AI?
While Kokoro AI delivers excellent TTS performance, it lacks voice cloning capabilities due to its smaller training dataset. Additionally, it currently supports only American and British English, with limited multilingual capabilities.
How can I deploy Kokoro AI locally or in the cloud?
Kokoro AI can be deployed on personal servers or cloud platforms using its ONNX compatibility for lightweight setups. Tools like Docker and Cloudflare Tunnels can simplify deployment and make it accessible online.
What are the voice options available in Kokoro AI?
Kokoro AI includes 11 pre-trained voicepacks, featuring male and female voices in both American and British English. These options allow for versatile applications, from narrations to real-time communication systems.
