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# Identify Speakers in Audio

This section describes how to perform speaker identification and speaker segmentation.

Overview

Create Speaker ID Feature Files

Train Speaker Templates

Create a Speaker Template from a Single Audio File

Create a Speaker Template from Multiple Feature Files

Estimate Speaker Score Thresholds

Package Templates

Identify Speakers in Audio

Troubleshooting

Generate Diagnostics

Warning Messages

Improve Performance

Error Messages

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