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- ### NLP/ASR model with acoustic variable radii relative position embedding (vRoPE) that maps pitch to token.
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  Pitch-Aware Processing: Integrates F0/pitch information throughout the processing pipeline, making the model sensitive to prosodic features of speech.
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- <img width="470" alt="cc2" src="https://github.com/user-attachments/assets/d52a48b1-8717-4d29-9452-cfdf43c92fe8" />
 
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+ <img width="670" alt="3t" src="https://github.com/user-attachments/assets/4158ead2-75f4-42e2-84f8-7b39b6984026" />
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+ NLP/ASR multimodal pitch aware model.
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  Pitch-Aware Processing: Integrates F0/pitch information throughout the processing pipeline, making the model sensitive to prosodic features of speech.
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