Zonos-v0.1-hybrid

Zonos-v0.1-hybrid is an open source text-to-speech model developed by Zyphra, which can generate highly natural speech based on text prompts. The model is trained with a large amount of English speech data, and uses eSpeak for text normalization and phoneticization, and then predicts DAC tokens through transformers or hybrid backbone networks. It supports multiple languages, including English, Japanese, Chinese, French and German, and provides fine control over the speed, tone, audio quality and mood of the generated speech. In addition, it also has zero-sample voice cloning, which can achieve high-fidelity voice cloning in just 5 to 30 seconds of voice samples. The model has a real-time factor of about 2 times on the RTX 4090 and runs faster. It also comes with an easy-to-use grado interface and can be installed and deployed simply through Docker files. Currently, the model is available on Hugging Face and users can use it for free, but needs to be deployed by themselves.

Demand population:

"This product is suitable for individuals and enterprises that require high-quality voice synthesis, such as voice assistant development, audio book production, voice broadcasting and other fields. It can help users quickly generate natural voice, improve work efficiency, and support multiple languages ​​and emotional controls to meet the needs of different scenarios."

Example of usage scenarios:

Develop voice assistant: Use this model to generate natural voice interactions for smart devices to improve user experience.

Making audiobooks: Convert text content into high-quality voice for users to listen.

Voice broadcast: Generate natural voice broadcasts for news, broadcasting, etc. to improve the efficiency of information dissemination.

Product Features:

Zero-sample voice clone: ​​Enter text and 10-30 seconds of speaker sample to generate high-quality voice.

Audio prefix input: Add text and audio prefixes to enable richer speaker matching.

Multilingual support: Supports English, Japanese, Chinese, French and German.

Audio quality and emotional control: can finely control speech speed, tone, audio quality and emotions.

Quick Run: The real-time factor on the RTX 4090 is about 2 times.

WebUI gradio interface: Equipped with an easy-to-use gradio interface.

Simple installation and deployment: Simple installation and deployment can be done through Docker files.

Tutorials for use:

1. Cloning Zonos repository: git clone [email protected]:Zyphra/Zonos.git

2. Enter the warehouse directory: cd Zonos

3. Install using Docker: docker compose up (for the grado interface) or docker build -t Zonos . && docker run -it --gpus=all --net=host -v /path/to/Zonos:/Zonos -t Zonos (for development)

4. Run the sample script: python3 sample.py to generate the sample.wav file

5. Programming in Python: import related modules, load models, generate voice and save as audio files