Voice Activity Detection Libraries for Streaming Voice AI
Neural models outperform rule-based detectors in noise while keeping real-time performance intact.
Kai Park
Section
Conversational Voice
6 stories in Conversational Voice.
Speaker Diarization Accuracy in Real-Time Conversational Voice Systems
Real-time diarization needs better metrics than DER to match what users actually see.
Ingrid Delgado
End-of-Utterance Detection Accuracy in Noisy Environments
Real-world noise cuts detection accuracy in half compared to clean benchmarks.
Anaya Fontaine
Latency Budgets for Natural-Feeling Voice AI Responses
Most voice AI misses the 300ms human response window by five times over.
Marcus Moreau
Turn-Taking Protocols in Multiparty Voice Conversations
Voice agents need completely new turn-taking models for multiparty conversations.
Anaya Delgado
Barge-In Detection Methods in Voice AI Assistants
Real-time barge-in requires coordinating five technical stages, each with its own failure mode.
Nico Rossi