ira2laefsky / Old Bird Public

Target: Arduino Portenta H7 (Cortex-M7 480MHz) Clone this project

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Old Bird

Keyword spotting

About this project

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Data (428 samples)

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_background.2nutel3r

ID: 68339943

Label: noise

Sample length: 1s

_background.2nutekv4

ID: 68339958

Label: noise

Sample length: 1s

_unknown.2nutemm4

ID: 68339856

Label: unknown

Sample length: 1s

_unknown.2nutemen

ID: 68339884

Label: unknown

Sample length: 1s

water.wav.2nute4u9

ID: 68340102

Label: water

Sample length: 1s

_background.2nutekgm

ID: 68340002

Label: noise

Sample length: 1s

_background.2nuteklg

ID: 68339978

Label: noise

Sample length: 1s

_unknown.2nutenfa

ID: 68339777

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.3%

Test set

95.8%

On-device performance (Arduino Portenta H7 (Cortex-M7 480MHz), Quantized (int8))

Latency

132 ms.

Peak RAM usage

45.0K

Flash usage

122.7K

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Dataset summary

Data collected

7m 8s

Sensor

audio @ 16KHz

Labels

noise, unknown, water

Project info

Project ID	73883
Project version	1
License	No license attached
No. of views	13,399
No. of clones	1