Particle / Doorbell Chimes Public
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Test data

Set confidence thresholds
Model variants
Test 'Unoptimized (float32)' model Test 'Quantized (int8)' model
Set the 'expected outcome' for each sample to the desired outcome to automatically score the impulse.
Sample name Expected outcome Length Accuracy Result
doorbell in next room.428i4p5r.s9 doorbell 2s 100% 2 doorbell
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doorbell in next room.428i4p5r.s8 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s7 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s6 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s5 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s4 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s3 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s2 doorbell 2s 100% 3 doorbell
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doorbell in next room.428i4p5r.s1 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s6 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s5 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s4 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s3 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s2 doorbell 2s 100% 3 doorbell
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doorbell.422qhcb7.s1 doorbell 2s 100% 3 doorbell
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yes.28460a60_nohash_1 unknown 1s 100% 1 unknown
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yes.270bfa52_nohash_1 unknown 1s 100% 1 unknown
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yes.24632875_nohash_1 unknown 1s 100% 1 unknown
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yes.238c112c_nohash_1 unknown 1s 100% 1 unknown
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yes.234ab0fb_nohash_1 unknown 1s 100% 1 unknown
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yes.22296dbe_nohash_1 unknown 1s 100% 1 unknown
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yes.1df483c0_nohash_1 unknown 1s 100% 1 unknown
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yes.18e910f4_nohash_1 unknown 1s 100% 1 unknown
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yes.15dd287d_nohash_1 unknown 1s 100% 1 unknown
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noise.orig_train.Station_1.wav.203000 unknown 1s 100% 1 unknown
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noise.orig_train.Station_1.wav.197000 unknown 1s 100% 1 unknown
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noise.orig_train.Station_1.wav.188000 unknown 1s 100% 1 unknown
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noise.orig_train.Station_1.wav.101000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_9.wav.23000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_9.wav.19000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_6.wav.13000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_5.wav.12000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_2.wav.7000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_11.wav.10000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_10.wav.2000 unknown 1s 100% 1 unknown
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noise.orig_train.SqueakyChair_1.wav.8000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.86000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.7000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.214000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.151000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.150000 unknown 1s 100% 1 unknown
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noise.orig_train.Square_1.wav.125000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_8.wav.27000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_8.wav.3000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_5.wav.8000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_2.wav.25000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_2.wav.11000 unknown 1s 100% 1 unknown
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noise.orig_train.ShuttingDoor_10.wav.8000 unknown 1s 0% 1 doorbell
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noise.orig_train.Restaurant_1.wav.88000 unknown 1s 100% 1 unknown
Show classification Show in data acquisition

Model testing output

Results

Model version:
Accuracy
99.53%

Feature explorer

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