939-line Swift I/O organ (mic/camera capture, speaker playback via AVFoundation/CoreAudio), own-core LPC voice synthesis/imitation, consent-gating, and full-duplex barge-in conversation — closing the hear -> understand -> speak loop entirely on-device. .gitignore in this dir already excludes bin/ (build output), out/ (captured media), and .consent.json/.resume.json (local runtime state), so only src + README + .gitignore are committed here.
peripheral — Neuron's I/O organ (own-core, local, consent-gated)
The interface made physical. Two afferent senses in, one efferent voice out — all reached the way the agentic surface reaches any tool.
MIC (hear) afferent device -> capture -> descriptor -> ingest -> geometry
CAMERA (see) afferent device -> capture -> descriptor -> ingest -> scene-geometry
SPEAKER(speak) efferent render WAV -> PLAY ALOUD out the speaker
Closes the conversational loop: hear (mic) -> understand (engram) -> speak (speaker).
Rails
- Own-core. macOS-native only: AVFoundation (camera/mic), CoreAudio voice- processing (AEC), afplay (speaker), ImageIO/CoreGraphics (frames), hand-rolled DSP (WAV, LPC, formant synthesis). No cloud, no heavy deps.
- Local-only. Raw streams are written to
out/and never egress..gitignorekeeps captured media out of git. - Consent-gated (two locks). A Neuron-level grant (
grant/revoke) and the OS TCC permission. Sensitive senses (camera/mic) fail closed without both. - Disclosed. Every device touch prints a
[peripheral]line on stderr.
Build
swiftc -O -o bin/periph src/periph.swift \
-framework AVFoundation -framework CoreMedia -framework Foundation \
-framework CoreGraphics -framework ImageIO -framework CoreImage
Commands
periph grant|revoke <camera|mic> # Neuron-level consent
periph status
periph speak <file.wav> # SPEAK ALOUD (efferent)
periph tone <out.wav> [hz] [sec] # own-core WAV synth
periph listen <sec> <out.wav> # MIC capture (afferent), 16k mono
periph see <out.jpg> # CAMERA one frame (afferent)
periph feat-audio <wav> | feat-image <jpg> # capture -> compact descriptor
periph ingest-audio|ingest-image <file> <engramURL> # descriptor -> engram node (geometry)
periph voiceprint <voice.wav> # extract F0 + formants F1-F5
periph imitate <voice.wav> <out.wav> # speak back in that voice (LPC resynthesis)
periph hear-imitate <sec> <out.wav> # MIC -> signature -> imitate -> SPEAK ALOUD
periph converse <manifest.json> [--authority F] [--barge-at S[:backchannel|:bargein]] [--resume] [--live-mic]
The afferent metabolism
A capture is never shipped raw. It becomes a compact descriptor — the afferent twin of the music instrument-signature:
- audio ->
[seconds, sr, ch, rms, peak, zcr, centroid, F0](~2400-6000x smaller) - image ->
[w, h, meanRGB, brightness, 3x3 luminance grid](~400000x smaller) - voice ->
[F0, F1..F5, bandwidths](11 numbers)
That descriptor is what the ingest organ (engram POST /api/nodes) turns into an
embedded node = geometry.
Voice by imitation
voiceprint/imitate are own-core LPC (autocorrelation + Levinson-Durbin, order
16 @ 16 kHz), formant extraction from the LPC spectral envelope, and source-filter
resynthesis (glottal impulse train at F0 through the all-pole formant filter). A
voice is grabbed by ear as ~a dozen numbers and spoken back — no training, no
stolen voice. Measured fidelity on real speech: resynthesized formants match the
source within 2-3%. The full phoneme->formant path for novel sentences is the
speech faculty's seam (elp audio surface profile); this engine provides the
formant synthesis primitive it renders through.
Interruptibility (native turn-taking)
converse plays the utterance as an ordered, salience-tagged meaning-plan
while the mic listens (full-duplex, AEC on so it never barges in on its own voice):
- barge-in: user speech -> pause on the spot (sample-accurate), not "finish the buffer."
- yield-or-hold: a decision grounded in the current segment's salience + progress
- the interrupter's authority — YIELD (stop) or HOLD ("hang on, let me finish").
- backchannel ("mm-hm"): brief/low -> keep going, resume seamlessly.
- resumable: on yield the remaining plan persists (
.resume.json);--resumepicks the thread back up ("as I was saying").
Live full-duplex uses --live-mic (OS AEC). Injected --barge-at drives the
decision loop deterministically for testing.