Sai Yamanoor / Audio_Pico_Badge Public

Target: Raspberry Pi RP2040 (Cortex-M0+ 133MHz) Clone this project

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Audio_Pico_Badge

Keyword spotting

About this project

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Data (928 samples)

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TASCAM_0281_64

ID: 176700160

Label: traffic

Sample length: 4s

TASCAM_0243_65

ID: 176699691

Label: traffic

Sample length: 4s

TASCAM_0282_31

ID: 176700181

Label: traffic

Sample length: 4s

TASCAM_0243_6

ID: 176699693

Label: traffic

Sample length: 4s

TASCAM_0276_71

ID: 176699931

Label: traffic

Sample length: 4s

TASCAM_0282_65

ID: 176700218

Label: traffic

Sample length: 4s

TASCAM_0275_65

ID: 176699874

Label: traffic

Sample length: 4s

TASCAM_0282_44

ID: 176700204

Label: traffic

Sample length: 4s

Model accuracy (Unoptimized (float32))

Validation set

98.4%

Test set

98.2%

On-device performance (Raspberry Pi RP2040 (Cortex-M0+ 133MHz), Quantized (int8))

Latency

260 ms.

Peak RAM usage

12.5K

Flash usage

29.6K

Run this model

On any device

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Dataset summary

Data collected

1h 8m 4s

Sensor

audio @ 22.1KHz

Labels

coffee, crowded_room, traffic

Project info

Project ID	179656
Project version	1
License	Apache 2.0
No. of views	28,009
No. of clones	0