Dhruv Sheth / Wildlife Audio Dataset Public

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Wildlife Audio Dataset

Keyword spotting

About this project

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Data (297 samples)

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lion.1kj4bvmc.s8

ID: 39168259

Label: lion

Sample length: 1s

gun.1koa3vjj.s7

ID: 39168143

Label: gun

Sample length: 1s

bees.1kob0lbl.s10

ID: 39168050

Label: bees

Sample length: 2s

human1.s10

ID: 39168185

Label: human

Sample length: 1s

human.1ko97755.s8

ID: 39167749

Label: human

Sample length: 2s

human1.s7

ID: 39168190

Label: human

Sample length: 2s

human.1ko9ar88.s12

ID: 39167796

Label: human

Sample length: 1s

gun.1koa3vjj.s9

ID: 39168136

Label: gun

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

82.3%

Test set

75.0%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

252 ms.

Peak RAM usage

26.9K

Flash usage

34.9K

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Dataset summary

Data collected

7m 11s

Sensor

audio @ 44.1KHz

Labels

bees, gun, human, lion

Project info

Project ID	9621
Project version	2
License	No license attached
No. of views	6,230
No. of clones	12