專利授權區國立清華大學國際產學營運總中心 Operations Center for Industry Collaboration

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專利授權區

專利授權區
專利名稱(中)	語音情緒辨識的方法、模型訓練方法與電腦程式產品
專利名稱(英)	METHOD, MODEL TRAINING METHOD AND COMPUTER PROGRAM PRODUCT FOR SPEECH EMOTION RECOGNITION
專利家族	中華民國：I859906
專利權人	國立清華大學 100% ,國立清華大學 100%
發明人	簡婉軒,李祈均
技術領域	資訊工程,電子電機

專利摘要(英)
A computer-implemented method for speech emotion recognition is provided. According to this computer-implemented method, an emotion prediction corresponding to speech data 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.

專利摘要(英)

A computer-implemented method for speech emotion recognition is provided. According to this computer-implemented method, an emotion prediction corresponding to speech data 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.

聯絡資訊
承辦人姓名	李曉琪
承辦人電話	03-5715131 #31061
承辦人Email	hsiaochi@mx.nthu.edu.tw