Media Server 24.1

# Optimize Speaker Thresholds

When you process audio that includes unknown speakers, Media Server uses speaker thresholds to distinguish between a match to a known speaker and an unknown speaker. OpenText recommends that you set speaker thresholds using the action `EstimateAllSpeakerThresholds`, as described in Generate Speaker Thresholds

If necessary, you can optimize the thresholds that Media Server sets:

- The `EstimateAllSpeakerThresholds` and `EstimateSpeakerThreshold` actions have a parameter named `bias`. Increasing the value of this parameter increases the thresholds that are generated, which reduces the probability of false positives but could increase the number of missed results (where a known speaker is classified as unknown). Decreasing the value of the `bias` parameter has the opposite effect (fewer missed results but potentially more false positives).
- You can use the action `SetSpeakerThreshold` to manually specify a threshold for a speaker. If you run speaker identification and Media Server incorrectly identifies a speaker you can compare the confidence score in the speaker identification output to the speaker threshold and change the threshold appropriately. To obtain the current threshold for each speaker, use the action `ListSpeakers`.

Copyright 2023 Open Text
Version 24.1 | Last updated December 2023

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Product: IDOL Media Server 24.1

Topic Title: Optimize Speaker Thresholds