~/talk

BirdNET: AI listening for life

Talkat SFSCON 2025 · 2025-11-07..11-08· [machine-learning, creative-coding]
links:none on file
slides:none on file

BirdNET is an open source convolutional neural network that converts audio to spectrograms, matches patterns against millions of labeled clips and returns a species name with a confidence score, covering 3,000 species worldwide. The system runs offline on small devices, supports continuous recording, and a deployed Reinforce shelter with two cameras and a microphone logs 313 bird detections in one week at Villa Le, showing practical, non‑intrusive population monitoring.

AI-written summary · about

  1. 0:00Introduction to BirdNET
  2. 1:05Traditional bird monitoring challenges
  3. 2:09How BirdNET AI works
  4. 4:20BirdNET for biodiversity conservation
  5. 6:07Rainforest project with BirdNET
  6. 9:24Why BirdNET is open source
  7. 10:50BirdNET demo with parrot
  8. 11:41Q&A session
~/search
type to search 6,249 conferences, 138,987 speakers and 185,172 talks
~/help
cmdctrl k
search every conference, speaker and series
/
focus the filter search
h
home
c
conferences
s
speakers
e
series
t
light / dark — the status bar button does the same
?
this help
esc
close this, then clear every filter — or just the search, while you are typing in it

Ignored while you are typing. Pages without a filter rail have no search to focus.