WW / model.json
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RepCNN Hey Native detector (AP 0.997, 1.2MB) + card + eval
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{
"format": "wakewords-fastconformer-v1",
"features": {
"sample_rate": 16000,
"window_seconds": 2.0,
"window_samples": 32000,
"channels": "mean_to_mono",
"resampler": "soxr_HQ",
"n_mels": 128,
"mel_frames": 200,
"n_fft": 512,
"window_samples_stft": 400,
"hop_samples": 160,
"window": "periodic_hann",
"center": true,
"pad_mode": "constant",
"mel_scale": "slaney",
"f_min": 0,
"f_max": 8000,
"power": 2,
"log_floor": 1e-10,
"normalization": "per_feature_over_full_two_second_window",
"normalization_epsilon": 1e-05,
"subsampling_factor": 8
},
"model": {
"wakeword": "hey native",
"threshold": 0.5,
"backbone": "repcnn",
"frontend": {
"dim": 64,
"depth": 3,
"heads": 4,
"feedforward_dim": 128,
"subsampling_channels": 16,
"conv_kernel": 9,
"dropout": 0.1
},
"repcnn": {
"channels": [
48,
64,
96
],
"dim": 96,
"dropout": 0.1
}
}
}