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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gun.1ko9mpjh.s9

ID: 39168095

Label: gun

Sample length: 1s

human.1ko9ar88.s5

ID: 39167819

Label: human

Sample length: 3s

lion.1kj433rs.s1

ID: 39168321

Label: lion

Sample length: 2s

human.1ko8er82.s8

ID: 39168107

Label: human

Sample length: 1s

lion.1kj4oha6.s1

ID: 39168216

Label: lion

Sample length: 2s

gun.1koa3vjj.s5

ID: 39168145

Label: gun

Sample length: 1s

lion.1kj4dnq7.s8

ID: 39168304

Label: lion

Sample length: 871ms

gun.1koa3vjj.s14

ID: 39168135

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	5,679
No. of clones	11