By fine-tuning a pruned PANNs CNN on a newly curated AudioSet subset, the authors build E2PANNs, a real-time emergency vehicle siren detector that runs on a Raspberry Pi 5 and is claimed to be state of the art.
A survey of sound source localization with deep learning methods,
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From Large-scale Audio Tagging to Real-Time Explainable Emergency Vehicle Sirens Detection
By fine-tuning a pruned PANNs CNN on a newly curated AudioSet subset, the authors build E2PANNs, a real-time emergency vehicle siren detector that runs on a Raspberry Pi 5 and is claimed to be state of the art.