SoundScene Runs Real-Time On-Device Audio Classification

The SoundScene project demonstrates real-time on-device sound event classification on a Raspberry Pi using vggish audio features and a bi-directional LSTM trained on AudioSet. It provides install scripts, pre-trained models, RabbitMQ integration, and optional SMS notifications, emphasizing privacy by keeping capture and inference local. The guide includes assembly, software setup, model installation, and operational notes for Raspberry Pi 3b+ and Pi 4.
Scoring Rationale
Practical deployable edge audio classification with strong usability but limited novelty and Raspberry Pi 3b+ hardware constraints
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