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ChatTTS: Speech Synthesis for Conversations

ChatTTS is a voice generation model on GitHub at 2noise/chattts. Chat TTS is specifically designed for conversational scenarios. It is ideal for applications such as dialogue tasks for large language model assistants, as well as conversational audio and video introductions. The model supports both Chinese and English, demonstrating high quality and naturalness in speech synthesis. This level of performance is achieved through training on approximately 100,000 hours of Chinese and English data. Additionally, the project team plans to open-source a basic model trained with 40,000 hours of data, which will aid the academic and developer communities in further research and development.
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ChatTTS: Speech Synthesis for Conversations
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Introduction

ChatTTS is a sophisticated text-to-speech model tailored for conversational scenarios, particularly for dialogue tasks of large language model (LLM) assistants and applications like conversational audio and video introductions. It offers support for both Chinese and English languages, leveraging approximately 100,000 hours of training data to deliver high-quality and natural speech synthesis.

Feature

Multi-language Support

ChatTTS excels in supporting multiple languages, including English and Chinese, enabling it to cater to a diverse user base and overcome language barriers effectively.

Large-scale Data Training

The model has undergone extensive training using approximately 10 million hours of Chinese and English data, resulting in exceptionally high-quality and natural-sounding voice synthesis.

Dialog Task Compatibility

ChatTTS is specifically designed to handle dialog tasks typically assigned to large language models (LLMs). It can generate responses for conversations, providing a more natural and fluid interaction experience when integrated into various applications and services.

Easy Integration Process

Getting started with ChatTTS involves a straightforward process:

  1. Download from GitHub
  2. Install Dependencies
  3. Import Required Libraries
  4. Initialize ChatTTS
  5. Prepare Your Text
  6. Generate Speech
  7. Play the Audio

Free Availability

ChatTTS is offered as a free online text-to-speech tool, making it accessible to a wide range of users without any pricing constraints.

FAQ

What are the primary use cases for ChatTTS?

ChatTTS can be utilized for various applications, including:

  • Conversational tasks for large language model assistants
  • Generating dialogue speech
  • Video introductions
  • Educational and training content speech synthesis
  • Any application or service requiring text-to-speech functionality

How can developers integrate ChatTTS into their applications?

Developers can integrate ChatTTS into their applications by utilizing the provided API and SDKs. This allows for seamless incorporation of the text-to-speech functionality into various software projects.

What are some key features that set ChatTTS apart?

ChatTTS distinguishes itself through:

  • Optimization for natural, conversational text-to-speech
  • Support for both Chinese and English languages
  • Training on a vast dataset to ensure high-quality, natural speech synthesis
  • Compatibility with dialog tasks typically handled by large language models

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CO-STAR Prompt Template
==========================

Task Description
Describe the task you want the AI to perform. Be specific and concise.

Input Prompt
Provide the input prompt that the AI will receive. This can be a question, a statement, or a scenario.

Desired Response
Describe the desired response from the AI. What type of answer or output are you expecting?

Constraints
List any constraints or rules that the AI should follow when generating a response. This can include tone, style, or specific keywords to include or avoid.

Evaluation Metrics
Describe how you will evaluate the AI's response. What metrics or criteria will you use to determine the quality of the response?

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Provide an example of what a good response from the AI might look like. This can help clarify the task and provide a target for the AI to aim for.
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CO-STAR Prompt Template ========================== Task Description Describe the task you want the AI to perform. Be specific and concise. Input Prompt Provide the input prompt that the AI will receive. This can be a question, a statement, or a scenario. Desired Response Describe the desired response from the AI. What type of answer or output are you expecting? Constraints List any constraints or rules that the AI should follow when generating a response. This can include tone, style, or specific keywords to include or avoid. Evaluation Metrics Describe how you will evaluate the AI's response. What metrics or criteria will you use to determine the quality of the response? Example Output Provide an example of what a good response from the AI might look like. This can help clarify the task and provide a target for the AI to aim for.

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