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Pick winning embedding backbone — write up the decision

decisionRequires a yes/no decision and writeupRequires a yes/no decision and writeup

phase-1Phase 1 — Data + BaselinePhase 1 — Data + Baseline

researchResearch / planning / writingResearch / planning / writing

Status: Open.

#4 In HumboldtJoker/crow-translator;

· HumboldtJoker opened on Apr 28, 2026

·  

Phase 1 — Data + Baseline Classifier

Hand-label 500–1000 segments to TAXONOMY.md (the bottleneck)

dataAudio data assembly + labelingAudio data assembly + labeling

phase-1Phase 1 — Data + BaselinePhase 1 — Data + Baseline

Status: Open.

#2 In HumboldtJoker/crow-translator;

· HumboldtJoker opened on Apr 28, 2026

·  

Phase 1 — Data + Baseline Classifier

Train BirdNET vs Perch baseline classifier heads, head-to-head

mlModel training + evaluationModel training + evaluation

phase-1Phase 1 — Data + BaselinePhase 1 — Data + Baseline

Status: Open.

#3 In HumboldtJoker/crow-translator;

· HumboldtJoker opened on Apr 28, 2026

·  

Phase 1 — Data + Baseline Classifier

Pull species-positive audio from Xeno-canto v3 + BirdCLEF

dataAudio data assembly + labelingAudio data assembly + labeling

phase-1Phase 1 — Data + BaselinePhase 1 — Data + Baseline

Status: Open.

#1 In HumboldtJoker/crow-translator;

· HumboldtJoker opened on Apr 28, 2026

·  

Phase 1 — Data + Baseline Classifier