Thomas Garcia / keywordspotter_demo 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.

keywordspotter_demo

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 (6,009 samples)

View all

unknown.1jumut2f

ID: 60451777

Label: unknown

Sample length: 1s

yes.1jun7i43

ID: 60450449

Label: yes

Sample length: 1s

noise.1jumnmec

ID: 60452956

Label: noise

Sample length: 1s

yes.1jun8b7d

ID: 60449856

Label: yes

Sample length: 1s

unknown.1jumugbe

ID: 60452058

Label: unknown

Sample length: 1s

yes.1jun7frp

ID: 60450509

Label: yes

Sample length: 1s

yes.1jun88kn

ID: 60449935

Label: yes

Sample length: 1s

noise.1jumlrrp

ID: 60454116

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

71.0%

Test set

48.7%

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

Latency

182 ms.

Peak RAM usage

22.0K

Flash usage

38.9K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 9s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	15582
Project version	3
License	No license attached
No. of views	397,199
No. of clones	209