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

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

voice-detection-arduino-rp-2040

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (2,003 samples)

View all

unknown.05cf43ef_nohash_0

ID: 132124290

Label: unknown

Sample length: 1s

unknown.3cbk4q04.s24

ID: 132124417

Label: unknown

Sample length: 1s

arduino.3cdhrl3q.s11

ID: 132123180

Label: arduino

Sample length: 1s

noise.orig_train.Babble_5.wav.34000

ID: 132123564

Label: noise

Sample length: 1s

arduino.3cdi9au7.s37

ID: 132123091

Label: arduino

Sample length: 1s

noise.3cbk6s8e.s24

ID: 132124538

Label: noise

Sample length: 1s

unknown.05b2db80_nohash_1

ID: 132124289

Label: unknown

Sample length: 1s

noise.orig_train.AirportAnnouncements_5.wav.130000

ID: 132123506

Label: noise

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

Clone project

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	110,697
No. of clones	7