pyr0ball

pyr0ball opened issue Circuit-Forge/cf-voice#4

2026-04-12 10:56:21 -07:00

feat: negotiation discourse analysis — affect-text discordance, hedge density, pattern signatures [INTERNAL]

pyr0ball opened issue Circuit-Forge/cf-voice#2

2026-04-12 10:56:21 -07:00

feat: YAMNet acoustic event classifier — queue/environ/speaker type

pyr0ball opened issue Circuit-Forge/cf-voice#3

2026-04-12 10:56:21 -07:00

feat: acoustic environment fingerprinting + local privacy risk scorer

pyr0ball closed issue Circuit-Forge/cf-voice#1

2026-04-12 10:54:05 -07:00

feat: SpeakerTracker — ephemeral friendly labels + overlap detection for diarization

pyr0ball commented on issue Circuit-Forge/linnet#8

2026-04-12 10:54:05 -07:00

feat: speaker diarization via pyannote.audio (cf_voice.context)

Implementation complete (cf-voice side)

cf-voice#1 implemented and closed:

SpeakerTracker — maps pyannote IDs (SPEAKER_00) to stable per-session friendly labels (Speaker A,…

pyr0ball opened issue Circuit-Forge/cf-voice#1

2026-04-12 10:52:02 -07:00

feat: SpeakerTracker — ephemeral friendly labels + overlap detection for diarization

pyr0ball closed issue Circuit-Forge/linnet#16

2026-04-12 10:40:53 -07:00

feat: Heimdall license integration (LNNT key format)

pyr0ball opened issue Circuit-Forge/linnet#21

2026-04-12 10:19:26 -07:00

feat: negotiation discourse analysis — affect-text discordance, linguistic evasion, and manipulation pattern detection [INTERNAL]

pyr0ball opened issue Circuit-Forge/peregrine#91

2026-04-12 07:54:34 -07:00

Post-hire feedback widget — optional "what helped" card on hired status

pyr0ball opened issue Circuit-Forge/peregrine#90

2026-04-11 22:20:47 -07:00

Beta tester success: first confirmed job placement

pyr0ball opened issue Circuit-Forge/linnet#20

2026-04-11 09:58:12 -07:00

feat: acoustic environment fingerprinting + privacy risk scoring

pyr0ball commented on issue Circuit-Forge/linnet#8

2026-04-11 09:50:48 -07:00

feat: speaker diarization via pyannote.audio (cf_voice.context)

Code exists: cf_voice.diarize.Diarizer wraps pyannote/speaker-diarization-3.1 with async thread pool. Gated by CF_VOICE_DIARIZE=1 + HF_TOKEN. Lazy-loaded in _classify_real_async…

pyr0ball commented on issue Circuit-Forge/linnet#5

2026-04-11 09:50:48 -07:00

feat: YAMNet acoustic event classifier (queue/environ/speaker type) — Navigation v0.2.x

Partial: wav2vec2 tone classifier (cf_voice.classify.ToneClassifier) is done and confirmed working — closes the tone/affect part of this issue.

Remaining: YAMNet acoustic event classification…

pyr0ball commented on issue Circuit-Forge/linnet#4

2026-04-11 09:50:24 -07:00

feat: local STT integration via cf_voice.io (whisper.cpp)

Done. cf_voice.stt.WhisperSTT wraps faster-whisper with async thread pool execution and a 50-word rolling session prompt for cross-chunk context continuity. Lazy-loaded on first real classify…

pyr0ball closed issue Circuit-Forge/linnet#4

2026-04-11 09:50:24 -07:00

feat: local STT integration via cf_voice.io (whisper.cpp)

pyr0ball commented on issue Circuit-Forge/linnet#3

2026-04-11 09:50:23 -07:00

feat: cf_voice dependency — Circuit-Forge/circuitforge-core#39

Done. cf-voice exposes a /classify sidecar API (cf_voice.app). Linnet session_store.forward_audio_chunk() accumulates 100ms PCM chunks into 1s windows and POSTs to the sidecar. In-process…

pyr0ball closed issue Circuit-Forge/linnet#3

2026-04-11 09:50:23 -07:00

feat: cf_voice dependency — Circuit-Forge/circuitforge-core#39

pyr0ball pushed to main at Circuit-Forge/linnet

2026-04-11 09:42:50 -07:00

1bc47b8e0f fix: mobile tab timeout — idle session reaper + wake lock + visibility reconnect

pyr0ball opened issue Circuit-Forge/peregrine#89

2026-04-11 09:03:58 -07:00

tracking: unsupported job board scrapers (Monster, CareerBuilder, Dice, RemoteOK, WWR)

pyr0ball opened issue Circuit-Forge/peregrine#87

2026-04-11 09:03:42 -07:00

feat(scrapers): implement Remote OK custom board scraper