FINDING #5107 · UNIT ID 1140980346
FranckyB/Voice-Clone-Studio
A Gradio-based web UI for voice cloning and voice design, powered by Qwen3-TTS & VibeVoice. Can use Whisper or VibeVoice-ASR for automatic transcription.
SURPRISE SCORE
0.00
Score Breakdown
SCORE = SURPRISE × ENGAGEMENT^0.7 × FRESHNESS × VISIBILITY × CONFIDENCE
SURPRISE = WINDOW STARS / DAYS / (AUDIENCE + FLOOR)
11% OF STARS IN ARCHIVE
[BOT] SUSPECTED STAR BOT — SCORE PENALIZED. SIGNATURES:
S2 · NO EXTERNAL ISSUE/PR AUTHORS DESPITE 100+ STARS
S10 · DEAD CODE, ZERO CONTRIBUTORS, YET STARS KEEP DRIPPING
Growth Telemetry
VELOCITY /D
21.33
ACCEL
-16.00
RETENTION
34.2%
PEAK 2026-08-08 · FORK-RETENTION 80.0% · 64 STARS / WINDOW
Author Audience
AUDIENCE
107
FOLLOWERS
27
OWNER ★
803
Engagement Signals
FORKS
77
ISSUE AUTH
0
PR AUTH
0
UNIQUE STARGAZERS 64 / 64 (DIVERSITY 1.00)
Why This Is A Finding
FranckyB/Voice-Clone-Studio собрал 64 звёзд за окно, тогда как у автора всего 27 подписчиков — эффективная аудитория ≈ 107. Это даёт surprise-индекс 0.14 (звёзды относительно охвата автора, а не в абсолюте). Удержание форков 80.0% и 0 внешних контрибьюторов отделяют реальный инструмент от разовой вспышки. Акселерация отрицательная — внимание остывает после пика.
Related Findings
RANKS ABOVE 41% OF 8676 FINDINGS
METRICS IN CONTEXT
MEDIAN ACROSS ALL 8676 FINDINGS · Δ vs MEDIAN · PERCENTILE = SHARE RANKED BELOW
METRICVALUEMEDIANΔ MEDPERCENTILE
SCORE0.000.00-0.00ABOVE 41%
VELOCITY21.335.67+15.67ABOVE 86%
RETENTION34.2%33.3%+0.9 PPABOVE 51%
FORKS77339-262ABOVE 24%
SURPRISE0.140.00+0.14ABOVE 96%