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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Metal.5d3uail0.s10

ID: 1394858860

Label: Metal

Sample length: 1s

Metal.5d3u9d48.s19

ID: 1394858889

Label: Metal

Sample length: 1s

Glass.5d3tqq4c.s3

ID: 1394863275

Label: Glass

Sample length: 1s

Metal.5d3uail0.s17

ID: 1394858867

Label: Metal

Sample length: 1s

Metal.5d3u89qk.s6

ID: 1394858896

Label: Metal

Sample length: 1s

Plastic.5d3ur5gp.s14

ID: 1394858632

Label: Plastic

Sample length: 1s

Metal.5ccrgrn5

ID: 1359413008

Label: Metal

Sample length: 1s

Glass.5d3mh0as

ID: 1394051378

Label: Glass

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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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	12,234
No. of clones	0