Dhruv Sheth / Wildlife Audio Dataset Public

Target: Cortex-M4F 80MHz Clone this project

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Wildlife Audio Dataset

Keyword spotting

About this project

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Data (297 samples)

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lion.1kj4oha6.s18

ID: 39168200

Label: lion

Sample length: 999ms

lion.1kj49vt8.s12

ID: 39168267

Label: lion

Sample length: 1s

bees.1kob2pen.s4

ID: 39168092

Label: bees

Sample length: 1s

lion.1kj4oha6.s4

ID: 39168218

Label: lion

Sample length: 1s

human.1ko97755.s1

ID: 39167768

Label: human

Sample length: 11s

human1.s6

ID: 39168191

Label: human

Sample length: 4s

gun.1ko9mpjh.s1

ID: 39168105

Label: gun

Sample length: 1s

lion.1kj49vt8.s11

ID: 39168273

Label: lion

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	7,007
No. of clones	12