Amanda Johansen / Overall Mini Project Testing Public

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Overall Mini Project Testing

Keyword spotting

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Data (536 samples)

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Metal.5ee6o9r9

ID: 1489651988

Label: Metal

Sample length: 1s

Glas.5d3n3fqr

ID: 1394056690

Label: Glas

Sample length: 1s

Noise.5d40mqnq.s6

ID: 1395048354

Label: Noise

Sample length: 1s

Plasik.5d3ules1.s7

ID: 1394867728

Label: Plasik

Sample length: 1s

Plasik.5d3ujbbj.s2

ID: 1394682800

Label: Plasik

Sample length: 1s

Metal.5ccqk39t

ID: 1359389766

Label: Metal

Sample length: 1s

Plasik.5d3ules1.s2

ID: 1394867723

Label: Plasik

Sample length: 1s

Glas.5d3sutft

ID: 1394273413

Label: Glas

Sample length: 10s

Model accuracy, Impulse #1 (Unoptimized (float32))

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Validation set

90.0%

Test set

96.4%

On-device performance (Nvidia Jetson Nano, Unoptimized (float32))

Latency

5 ms.

Flash usage

36.0K

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Dataset summary

Data collected

17m 17s

Sensor

audio @ 16KHz

Labels

Glas, Metal, Noise, Pap, Plasik

Project info

Project ID	556871
License	Apache 2.0
No. of views	83
No. of clones	2