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.1koad16g.s4

ID: 39168173

Label: gun

Sample length: 999ms

lion.1kj49vt8.s13

ID: 39168266

Label: lion

Sample length: 410ms

human.1ko97755.s8

ID: 39167749

Label: human

Sample length: 2s

human.1ko9ar88.s16

ID: 39167770

Label: human

Sample length: 1s

bees.1koaofde.s6

ID: 39167993

Label: bees

Sample length: 2s

lion.1kj49vt8.s3

ID: 39168274

Label: lion

Sample length: 999ms

bees.1koaofde.s9

ID: 39167956

Label: bees

Sample length: 2s

human.1ko9ar88.s14

ID: 39167791

Label: human

Sample length: 2s

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	6,646
No. of clones	12