Mechanisms for Realizing Emotion and Intonation Control
Orpheus-TTS achieves control of emotional expression through predefined XML style tags, which is an important feature that distinguishes it from traditional TTS systems.
The main emotion expression tags supported by the system include:
- : simulates human laughter
- : sigh sound effect
- : Surprise Reaction
- : yawn
- : cough sound effect
Technology realization approach:
- Labeling sentiment segments in multimodal training data
- Constructing embedded representations of special tokens
- Designing Attention Mechanisms to Enhance Emotional Expression
- Optimizing the acoustic model output layer
In practice, users can insert tags directly into the text, such as "This message is shocking! ", the system will automatically generate semantic emotional sound effects in the corresponding positions.
This answer comes from the articleOrpheus-TTS: Text-to-Speech Tool for Generating Natural Chinese SpeechThe
May not be reproduced without permission:AI productivity tools " Orpheus-TTS Supports Emotional Labeling Control for Anthropomorphic Speech Outputs
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