andleb/Approaching-an-unknown-communication-system
Official code/supplement repository for Approaching an unknown communication system by latent space exploration and causal inference
This project helps biological researchers and ethologists understand complex animal communication when there's no pre-existing knowledge or 'ground truth.' You provide raw audio recordings of an unknown communication system, and it outputs insights into what acoustic properties (like click patterns, timing, or spectral characteristics) might carry meaning. It's designed for scientists studying vocalizations from species like whales where direct interpretation is impossible.
Use this if you are a bioacoustician or animal behavior scientist looking to identify meaningful communication elements in an entirely unstudied vocal system.
Not ideal if you already have labeled data or prior hypotheses about the structure of the communication you're analyzing.
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Jupyter Notebook
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BSD-3-Clause
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Last pushed
Jan 16, 2026
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