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Popular this month

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
Horse race with VP8, H.264, VP9, and AV1 replacing the race numbers on the horses

Technology av1, codecs, h.264, libwebrtc, simulcast, video, vp8, VP9

Comparing WebRTC video codecs with a proper dataset

Stumbling over Microsoft’s Video Conferencing Dataset (VCD) I asked Claude to take on a video codec engineer’s favorite hot take: compare video codecs. It did a fairly good writeup using the tooling provided by libWebRTC. One of the most surprising results was that background blur makes H.264 a lot more effective. Other than that, the […]

Philipp Hancke · August 27, 2026

Technology

Vector Vibing to speed up Opus encode by 20%

tl;dr: Opus encoding just got 20% faster on desktop Chromium by turning on AVX2 vectorization in libopus. Vectorization means one instruction doing the same arithmetic on a whole vector of values at once instead of one at a time. Codecs spend their hot loops running identical math across long buffers of samples, exactly where vectorization […]

Philipp Hancke · July 2, 2026
Minions sent by Tsahi Levent-Levi infested my old WebRTC equipment

Review

Vibe-coding WebRTC

Well, that title is clickbait for Hacker News. The honest title would have been “using AI to tackle long-standing WebRTC issues.” Posts on webrtcHacks are rare these days, and in German we would say there are Unkenrufe that WebRTC is dead. It is not. It is the infrastructure for meetings, game streaming, and voice AI, […]

Philipp Hancke · June 2, 2026

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