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HeAR Notebooks

  • Quick start with Hugging Face - Example of encoding a health-related audio clip into an embedding vector by running the model locally from Hugging Face. There are different versions of this notebook for the following model formats:

  • Quick start with Vertex Model Garden - Example of serving the model on Vertex AI and using Vertex AI APIs to encode health-related audio to embeddings in online or batch workflows.

  • Train a data efficient classifier - Example of using the generated embeddings to train a custom classifier with less data and compute.

  • Health event detector demo - Example of using HeAR with the health event detector models to first identify and then generate embeddings for health-related sounds like coughing and breathing.