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

noise.3cbk6s8e.s25

ID: 132124542

Label: noise

Sample length: 1s

noise.orig_train.Hallway_1.wav.131000

ID: 132123796

Label: noise

Sample length: 1s

noise.orig_test.AirConditioner_9.wav.41000

ID: 132123237

Label: noise

Sample length: 1s

noise.orig_test.Typing_2.wav.127000

ID: 132123410

Label: noise

Sample length: 1s

unknown.51c5601d_nohash_3

ID: 132124002

Label: unknown

Sample length: 1s

unknown.97f4c236_nohash_4

ID: 132124075

Label: unknown

Sample length: 1s

arduino.3cbnlmau.s7

ID: 132124570

Label: arduino

Sample length: 1s

unknown.4a1e736b_nohash_4

ID: 132124258

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

Scan QR code or launch in browser

Launch in browser

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	134,439
No. of clones	8