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Analysis

Audio Triggerbot concept: detecting headshot hit sound frequencies in real-time

colorbot_crafter
Hardware Modder
MEMBER
Rep: 126
Datum pridruživanja: Mar 2021
Postovi: 14
Hvala: 78
prije 1 mjeseci · Jul 17, 2026 12:56 AM
#1

An interesting non-intrusive approach to triggerbots using real-time audio FFT (Fast Fourier Transform):

  1. Capture default audio output device via WASAPI loopback (IAudioCaptureClient).
  2. Perform real-time FFT over 10ms audio buffers.
  3. Enemy headshot hitmarkers and shield break sounds have distinct harmonic peaks (e.g. 2.4kHz and 4.8kHz bell dings).
  4. When the spectral power exceeds threshold in target frequency bins, trigger auto-burst fire sequence.

Zero memory reads, zero screen captures, runs 100% via audio stream!

recoil_god
Member
MEMBER
Rep: 35
Datum pridruživanja: Apr 2019
Postovi: 13
Hvala: 47
prije 1 mjeseci · Jul 17, 2026 7:16 AM
#2

Super clever idea! Latency of WASAPI loopback is ~3ms which is fast enough for burst fire timing.

raycast_ryan
Ballistics Dev
MEMBER
Rep: 72
Datum pridruživanja: Sep 2019
Postovi: 32
Hvala: 16
prije 1 mjeseci · Jul 17, 2026 7:13 PM
#3

Great proof-of-concept for external assistive audio triggers.