All ideas
PlannedKent Fallon · 29d ago

Add a "Merge VoiceIDs" feature to link duplicate speaker profiles caused by varying audio quality

The Problem: WaveAI generally does a fantastic job learning and remembering individual voices across sessions. However, if a person's audio quality changes—such as switching from a high-quality headset to a phone mic, or dealing with background noise—the system often gets tricked into creating a completely new, duplicate VoiceID for them. The Fix Allow users to manually merge these fragmented VoiceIDs within the system's speaker directory. Users should be able to select "VoiceID A (Clear)" and "VoiceID B (Muffled)" and combine them into a single profile. Bonus Benefit This makes the platform's speaker recognition exponentially smarter over time. It actively trains the AI to recognize a person's voice regardless of their environment or equipment, ensuring far more accurate automatic labeling in future recordings.

1 comment

  • Paul Hess22d ago

    From a machine learning standpoint, this might actually reduce the accuracy if it has two different sounding voices identified as the same target, unless it keeps both sets of learned IDs as separate voices behind the scenes, and then merges it as the same person when it displays for the user.