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echo

A robot monkey talks into a tin-can telephone while holding the listening can to its own ear; a baby monkey covers its mouth beside it.

Reverse-Engineering Technology AEC, AEC3, Blackbox Exploration, Chrome, echo, Edge, getUserMedia, libwebrtc, machine learning, VAD

Voice agents get confused by echo too

Philipp Hancke tests why voice agents sometimes answer their own greetings. In his setup, echo reached transcription in 21% of Edge sessions and 4% of Chrome sessions. AEC dumps show how echo cancellation, gain control, and VAD thresholds interact.

Philipp Hancke · October 8, 2026
Three baby monkeys: one covers its eyes, one covers its ears, and one has its mouth open.

Reverse-Engineering Technology AEC, AEC3, Blackbox Exploration, Chrome, echo, getUserMedia, libwebrtc, machine learning, TensorFlow

Google Chrome downloads a new neural AEC while you are not looking

Chrome quietly delivers a neural model that changes part of its echo-cancellation pipeline. Philipp Hancke reverse engineers the model and compares echo suppression and speech recognition against AEC3.

Philipp Hancke · October 6, 2026

Guide AEC, AEC3, Chrome, echo, troubleshooting

Troubleshooting Unwitting Browser Experiments (Al Brooks)

Echo cancellation is a cornerstone of the audio experience in WebRTC. Google has invested quite a bit in this area, first with the delay-agnostic echo cancellation in 2015 and now with a new echo cancellation system called AEC3. Debugging issues related to AEC3 is one of the hardest areas. Al Brooks from NewVoiceMedia ran into […]

Al Brooks · December 11, 2018

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