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.5d3u75qa.s10

ID: 1394858921

Label: Metal

Sample length: 1s

Cardboard.5d3namtc

ID: 1394061466

Label: Cardboard

Sample length: 1s

Metal.5ccrfj7d

ID: 1359411845

Label: Metal

Sample length: 1s

Plastic.5d3ute1p.s22

ID: 1394858581

Label: Plastic

Sample length: 1s

Metal.5ccr6c5f

ID: 1359407221

Label: Metal

Sample length: 1s

Noise.5d40n67s.s4

ID: 1395045635

Label: Noise

Sample length: 5s

Cardboard.5d3nb5ap

ID: 1394061477

Label: Cardboard

Sample length: 1s

Cardboard.5d3t663o

ID: 1394273521

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	12,305
No. of clones	0