Citric / xiao-esp32s3-speech 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.

xiao-esp32s3-speech

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 (148 samples)

View all

noise.10.s3

ID: 385641297

Label: noise

Sample length: 1s

noise.9.s2

ID: 385641659

Label: noise

Sample length: 1s

hello.4.s3

ID: 385641557

Label: hello

Sample length: 1s

noise.7.s3

ID: 385641472

Label: noise

Sample length: 1s

stop.5.s6

ID: 385641681

Label: stop

Sample length: 1s

noise.9.s7

ID: 385641654

Label: noise

Sample length: 1s

hello.2.s5

ID: 385641531

Label: hello

Sample length: 1s

stop.9.s5

ID: 385641701

Label: stop

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

63.3%

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

Latency

294 ms.

Peak RAM usage

15.6K

Flash usage

26.7K

Run this model

Scan QR code or launch in browser

Launch in browser

Dataset summary

Data collected

4m 25s

Sensor

audio @ 16KHz

Labels

hello, noise, stop

Project info

Project ID	256022
Project version	2
License	Apache 2.0
No. of views	15,330
No. of clones	117