jenlooper / Bird Calls Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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Bird Calls

Keyword spotting

About this project

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Data (1,990 samples)

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393

ID: 3020974697

Label: amerob

Sample length: 1s

45

ID: 3020974387

Label: rocpig

Sample length: 1s

187

ID: 3020973511

Label: amepip

Sample length: 1s

217

ID: 3020974541

Label: amerob

Sample length: 1s

202

ID: 3020974534

Label: amerob

Sample length: 1s

248

ID: 3020974297

Label: rocpig

Sample length: 1s

23

ID: 3020973875

Label: amecro

Sample length: 1s

42

ID: 3020974724

Label: amerob

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

59.3%

Test set

23.3%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

4 ms.

Flash usage

35.9K

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Dataset summary

Data collected

1h 47m 3s

Sensor

audio @ 48KHz

Labels

amecro, amepip, amerob, blujay, moudov and 3 others

Project info

Project ID	1062343
License	3-Clause BSD
No. of views	442
No. of clones	0