Compute Recall Based on EER in Speaker Verification – Deep Learning Tutorial

In speaker verification task, we often use EER to measure the performance of a deep learning model. However, if you also need to compute Recall, we will tell you how to do in this tutorial.

What is EER?

You can understand what eer is in the tutorial:

Understand TPR, FPR, FAR, FRR and EER Metrics in Voiceprint Recognition – Machine Learning Tutorial

What is Recall?

You can learn more on Recall in this tutorial:

An Introduction to Accuracy, Precision, Recall & F1-Score in Machine Learning – Machine Learning Tutorial

How to compute Recall based on EER?

We have know:

• EER =FAR = FRR
• FNR = 1-TPR = FRR
• TPR = Recall

Finally, we can get:

Recall = 1-EER