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How to improve the expression of emotions in a voice dialog system?

2025-09-10 1.8 K

Diverse Programs to Enhance Emotional Expression

SpeechGPT 2.0-preview provides several ways to enhance the system's ability to express emotions:

  • Explicit command and control: Use emotional commands directly in the dialog, such as "Tell a joke in a happy tone" in the example, and the system will adjust the expression accordingly.
  • Style parameter adjustment: The system supports precise control of multiple emotions, styles and tones, and users can adjust the parameters to obtain outputs of different emotional intensity.
  • Character Presets: Utilizing the system's role-playing capabilities, specific role templates (e.g., teacher, customer service, etc.) are selected to automatically inherit the appropriate emotional characteristics.
  • External knowledge enhancement: Enriching the system's sentiment expression base by combining the sentiment corpus in the plug-in knowledge base.

Practical suggestions: 1) first determine the type of emotion required; 2) use clear description of the instructions; 3) if necessary, with the timbre selection; 4) you can debug the effect in real time through the UI interface in demo_gradio.py.

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