Pietro Poluzzi / voice-detection-arduino-rp-2040 Public

Target: Cortex-M4F 80MHz Clone this project

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voice-detection-arduino-rp-2040

Keyword spotting

About this project

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Data (2,003 samples)

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noise.orig_train.Field_1.wav.213000

ID: 132123776

Label: noise

Sample length: 1s

unknown.9d050657_nohash_0

ID: 132123909

Label: unknown

Sample length: 1s

unknown.3cbk4q04.s22

ID: 132124418

Label: unknown

Sample length: 1s

noise.orig_train.AirConditioner_4.wav.21000

ID: 132123427

Label: noise

Sample length: 1s

noise.exercise_bike.wav.47000

ID: 132123207

Label: noise

Sample length: 1s

noise.orig_train.Car_1.wav.138000

ID: 132123684

Label: noise

Sample length: 1s

noise.orig_test.Munching_6.wav.9000

ID: 132123320

Label: noise

Sample length: 1s

unknown.61ab8fbc_nohash_2

ID: 132124010

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.4%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

178 ms.

Peak RAM usage

16.8K

Flash usage

34.5K

Run this model

On any device

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Dataset summary

Data collected

34m 19s

Sensor

audio @ 16KHz

Labels

arduino, noise, unknown

Project info

Project ID	134491
Project version	2
License	No license attached
No. of views	113,986
No. of clones	7