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Articles · Rebeauty Atlas

AK Akshay Nandwana · Agora.io

What is VAD? A Practical Guide to Voice Activity Detection for Real-Time Voice AI Apps

Voice AI is no longer only about converting speech to text.

Jul 09, 2026 · 10 min read · 0 claps #agora #vad #voice-activity-detection

What is VAD? A Practical Guide to Voice Activity Detection for Real-Time Voice AI Apps

AI

AL AlterSquare

Voice Agent Latency: Where the 2–3 Second Delay Actually Lives in the Pipeline and How to Reduce It

TL;DR: The 2–3 second delay in voice agents is not random — it’s five sequential stages stacking up: VAD, STT, LLM, TTS, and network…

May 20, 2026 · 3 min read · 0 claps #voice-agent #ai #voice-activity-detection

Voice Agent Latency: Where the 2–3 Second Delay Actually Lives in the Pipeline and How to Reduce It

MU Muhammed Saban

VAD ve Gürültü Filtreleme Mimarileri

Voice Activity Detection (VAD), bir ses sinyali içindeki insan konuşmasını içeren bölgeleri sessizlikten veya anlamsız gürültüden tespit…

Apr 22, 2026 · 14 min read · 0 claps #vad #voice-activity-detection #noise-filtering

MDA

PE Peter Lebedev

Pitch Detection and Auto-Calibration

The three-metric detector caught most noise. These two additions handled the rest.

Apr 20, 2026 · 3 min read · 0 claps #signal-processing #java #audio-processing

MDA TCH

PE Peter Lebedev

Energy Alone Is Not Enough — The Signal Processing Behind a Voice Activity Detector

Ninety percent accuracy sounds good until you see what the failing 10% does to your downstream pipeline.

Apr 18, 2026 · 5 min read · 0 claps #javascript #signal-processing #audio-engineering

Energy Alone Is Not Enough — The Signal Processing Behind a Voice Activity Detector

MDA

PE Peter Lebedev

Why I Built a Custom Voice Activity Detector in Java

Building real-time speech detection for telephony audio — from energy thresholds to multi-feature adaptive calibration.

Apr 15, 2026 · 3 min read · 0 claps #java #voice-activity-detection #speech-recognition

Why I Built a Custom Voice Activity Detector in Java

AI MDA

VI vici0549

Using Voice Activity Detection in Transcription Programs

For some insane reason I actually tested some well-known “voice activity detection” technologies. If you’re unfamiliar, VAD essentially…

Mar 10, 2026 · 16 min read · 4 claps #voice-activity-detection #whisper #asr

Using Voice Activity Detection in Transcription Programs

SPT

FL Floatbot Inc

What Powers Natural AI Conversations? A Guide to Voice Activity Detection and Turn-Taking Models

Quick Summary

Feb 02, 2026 · 2 min read · 0 claps #voice-activity-detection #vad #voice-ai

What Powers Natural AI Conversations? A Guide to Voice Activity Detection and Turn-Taking Models

AI

RO Rohit Saini · Stackademic

Building Voice Activity Detection(VAD) for iOS

What is VAD? (In Plain English)

Jan 26, 2026 · 3 min read · 0 claps paywalled #voice-assistant #voice-recognition #ios

Building Voice Activity Detection(VAD) for iOS

AI TCH

PI PI · Neural Engineer

Azure Speech To Text: Configure VAD Parameters

Introduction

Nov 03, 2025 · 6 min read · 0 claps #azure-speech-to-text #voice-activity-detection #artificial-intelligence

MDA

LU Luc Nguyen

Speeding Up Speech-to-Text for Real-Time Conversations

In certain scenarios, speed is the single most critical factor in speech-to-text performance. Take a real-time IVR (Interactive Voice…

Aug 11, 2025 · 3 min read · 60 claps paywalled #speech-to-text-api #deepgram #conversational-ai