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.5d3us8ra.s14

ID: 1394858612

Label: Plastic

Sample length: 1s

Plastic.5d3ur5gp.s6

ID: 1394858624

Label: Plastic

Sample length: 1s

Plastic.5d3ute1p.s18

ID: 1394858577

Label: Plastic

Sample length: 1s

Plastic.5d3us8ra.s5

ID: 1394858603

Label: Plastic

Sample length: 1s

Cardboard.5d3n245l

ID: 1394055865

Label: Cardboard

Sample length: 1s

Metal.5d3uail0.s5

ID: 1394858855

Label: Metal

Sample length: 1s

Plastic.5d3ute1p.s12

ID: 1394858571

Label: Plastic

Sample length: 1s

Glass.5d3medak

ID: 1394051340

Label: Glass

Sample length: 1s

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

View 2 other experiments

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	16,467
No. of clones	0