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AST Gunshot Detection Model

Fine-tuned version of MIT/ast-finetuned-audioset-10-10-0.4593 for gunshot detection.

Model Details

Find-tuned by: Ranabir Saha
Fine-tuned on: Tropical forest gunshot classification training audio dataset from Automated detection of gunshots in tropical forests using convolutional neural networks (Katsis et al. 2022)
Raw-Dataset Source: https://doi.org/10.17632/x48cwz364j.3
Input: Precomputed log-mel spectrograms (.npy files)
Output: Binary classification (Background/Gunshot)

Usage

from transformers import pipeline

classifier = pipeline(
    "audio-classification", 
    model="ranvir-not-found/ast-sda_gunshot-detection"
)
results = classifier("your_precomputed_spectrogram.npy")  # input must be .npy file

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Model size

86.2M params

Tensor type

F32

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