Instructions to use Neptune9728/sound-insight-models with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Keras
How to use Neptune9728/sound-insight-models with Keras:
# !pip install -U keras tensorflow huggingface_hub # Keras needs TensorFlow installed to read "hf://" paths, so the tensorflow backend is selected here; # "jax" and "torch" also work for computation once TensorFlow is installed. import os os.environ["KERAS_BACKEND"] = "tensorflow" import keras model = keras.saving.load_model("hf://Neptune9728/sound-insight-models") - Notebooks
- Google Colab
- Kaggle
Sound Insight V3.2 API
Pipeline:
audio quality check
โ YAMNet AudioSet rule guard
โ selected Baby/Cat/Dog match
โ selected state classifier
No separate Source Guard model is required.
Health:
GET /health
Expected:
{
"status": "ok",
"loaded_models": ["cat", "baby", "dog"],
"guard_mode": "yamnet_audioset_rules"
}
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