Mathilde Bindslev / ML-mini-project Public

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ML-mini-project

Keyword spotting

About this project

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Data (670 samples)

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Plastic.5ccsoviu

ID: 1359431594

Label: Plastic

Sample length: 1s

Cardboard.5d3t293o

ID: 1394273435

Label: Cardboard

Sample length: 1s

Metal.5d3uail0.s19

ID: 1394858869

Label: Metal

Sample length: 1s

Glass.5d3ttjhf.s1

ID: 1394858933

Label: Glass

Sample length: 1s

Glass.5d3tpkfb.s13

ID: 1394864598

Label: Glass

Sample length: 1s

Metal.5ccrdaqe

ID: 1359410531

Label: Metal

Sample length: 1s

Metal.5d3u89qk.s19

ID: 1394858909

Label: Metal

Sample length: 1s

Cardboard.5d3n0o8m

ID: 1394053804

Label: Cardboard

Sample length: 1s

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

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Validation set

93.0%

Test set

86.9%

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

Latency

5 ms.

Flash usage

36.0K

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On any device

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Dataset summary

Data collected

12m 38s

Sensor

audio @ 16KHz

Labels

Cardboard, Glass, Metal, Noise, Plastic

Project info

Project ID	556872
License	Apache 2.0
No. of views	12,306
No. of clones	0