Edge Impulse Experts / new-pico-voice Public

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

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new-pico-voice

Keyword spotting

About this project

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Data (442 samples)

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noise.s10

ID: 118838307

Label: noise

Sample length: 1s

other.s21

ID: 118838177

Label: other

Sample length: 1s

start.s33

ID: 118838253

Label: start

Sample length: 1s

other.s27

ID: 118838171

Label: other

Sample length: 1s

stop.s30

ID: 118838329

Label: stop

Sample length: 1s

stop.s24

ID: 118838334

Label: stop

Sample length: 1s

start.s37

ID: 118838251

Label: start

Sample length: 1s

noise.s11

ID: 118838306

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

84.3%

Test set

82.8%

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

Latency

147 ms.

Peak RAM usage

10.6K

Flash usage

73.1K

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Dataset summary

Data collected

7m 22s

Sensor

audio @ 4KHz

Labels

noise, other, start, stop

Project info

Project ID	117150
Project version	1
License	No license attached
No. of views	52,955
No. of clones	50