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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Glass.5d3u4qkb.s1

ID: 1394867897

Label: Glass

Sample length: 1s

Noise.5d3sof7n

ID: 1394272860

Label: Cardboard

Sample length: 1s

Plastic.5cct3kip

ID: 1359437022

Label: Plastic

Sample length: 1s

Plastic.5cct3v0k

ID: 1359437162

Label: Plastic

Sample length: 1s

Metal.5d3u89qk.s21

ID: 1394858911

Label: Metal

Sample length: 1s

Metal.5d3u9d48.s17

ID: 1394858887

Label: Metal

Sample length: 1s

Cardboard.5d3tkn16.s3

ID: 1394858971

Label: Cardboard

Sample length: 1s

Metal.5d3u9d48.s8

ID: 1394858877

Label: Metal

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	24,677
No. of clones	0