Mathilde Bindslev / ML-mini-project Public

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ML-mini-project

Keyword spotting

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Data (670 samples)

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Cardboard.5d3nf1iq

ID: 1394061517

Label: Cardboard

Sample length: 1s

Metal.5d3u89qk.s11

ID: 1394858901

Label: Metal

Sample length: 1s

Glass.5d3m97gd

ID: 1394051265

Label: Glass

Sample length: 1s

Metal.5d3u9d48.s15

ID: 1394858885

Label: Metal

Sample length: 1s

Glass.5d3tqq4c.s18

ID: 1394863290

Label: Glass

Sample length: 1s

Plastic.5cct0jtv

ID: 1359435729

Label: Plastic

Sample length: 1s

Plastic.5d3ute1p.s6

ID: 1394858565

Label: Plastic

Sample length: 1s

Cardboard.5d3n7lfb

ID: 1394059843

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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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	21,757
No. of clones	0