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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Glass.5d3ttjhf.s5

ID: 1394858937

Label: Glass

Sample length: 1s

Metal.5ccrghts

ID: 1359412560

Label: Metal

Sample length: 1s

Glass.5d3ts2tp.s13

ID: 1394861909

Label: Glass

Sample length: 1s

Glass.5d3ts2tp.s6

ID: 1394861902

Label: Glass

Sample length: 1s

Plastic.5d3us8ra.s15

ID: 1394858613

Label: Plastic

Sample length: 1s

Glass.5d3tpkfb.s14

ID: 1394864600

Label: Glass

Sample length: 1s

Glass.5d3tpkfb.s6

ID: 1394864589

Label: Glass

Sample length: 1s

Plastic.5d3ur5gp.s8

ID: 1394858626

Label: Plastic

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

Run this model

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	14,032
No. of clones	0