Field Stack/

Frog Call Classifier

Runs offline

Bioacoustics from a hand-written FFT. The Ecuador research build.

Load the demo clip or upload a WAV night recording.

The band label is a hypothesis to verify against a real call library, not a species ID. This is the research method: measure, propose, then confirm with a primary source.

How it works

Decodes a recording, runs a hand-written FFT to build a spectrogram, detects calls by their energy envelope, counts them, and labels the dominant frequency band.

What's real

  • Hand-written Cooley-Tukey FFT with Hann windowing — no DSP library
  • Real spectrogram, call detection, and frequency bands, tested
  • Upload your own WAV via the Web Audio API

Demo limits — honest about it

  • The bundled demo clip is synthesized (clearly labeled) so the tool works with no recording on hand

In the field

Amazon biodiversity work near Tena feeds a real, peer-reviewed research paper.

Ecuador

Stack

Hand-written FFTWeb Audio APIVitest-testedRuns offline