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Method And System For Fair Speech Emotion Recognition
專利

Method And System For Fair Speech Emotion Recognition

National Tsing Hua University, Woan-Shiuan Chien 和 Chi-Chun Lee
05/12/2024

摘要

A computer-implemented method for speech emotion recognition is provided. The computer-implemented method includes an emotion prediction corresponding to speech data that is generated based on the speech data and a speech emotion recognition model without bias. The speech emotion recognition model without bias is trained by training a fairness-constrained adversarial network based on a labeled training set with known bias and a loss function. The fairness-constrained adversarial network includes a domain classifier for bias classification and the speech emotion recognition model. The loss function used for training the fairness-constrained adversarial network is positively related to a Wasserstein distance (WD) loss.

相關連結

指標

1 檢視次數

詳細資料

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