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.5d3mar5c

ID: 1394051289

Label: Glass

Sample length: 1s

Cardboard.5d3na3iq

ID: 1394061123

Label: Cardboard

Sample length: 1s

Cardboard.5d3suul4

ID: 1394273414

Label: Cardboard

Sample length: 1s

Cardboard.5d3t4dvq

ID: 1394273442

Label: Cardboard

Sample length: 1s

Metal.5d3uail0.s11

ID: 1394858861

Label: Metal

Sample length: 1s

Cardboard.5d3tkn16.s3

ID: 1394858971

Label: Cardboard

Sample length: 1s

Metal.5ccrss5p

ID: 1359416889

Label: Metal

Sample length: 1s

Metal.5ccr6sgp

ID: 1359407421

Label: Metal

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	19,375
No. of clones	0