These tools and metrics are designed to help AI actors develop and use trustworthy AI systems and applications that respect human rights and are fair, transparent, explainable, robust, secure and safe.
Bias tests for voice technologies (bt4vt)
bt4vt is a python library to diagnose performance discrepancies (i.e. bias) in automatic speech processing models. In its first phase we have developed tests for speaker verification. The library provides evaluation measures and visualisations to interrogate model performance and can be integrated into development pipelines to test for bias. We plan to extend the library to other speech processing tasks in future.
About the tool
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Tags:
- evaluation
- fairness
- bias
- speech
- voice
- biometrics
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