August / combined-wakewords-minimal 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.

combined-wakewords-minimal

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 (966 samples)

View all

noise.orig_train.WasherDryer_2.wav.79000.wav.2u6ifpmn

ID: 95199463

Label: noise

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s40

ID: 95200679

Label: excuseme

Sample length: 1s

excuseme_GoodgeStreet.wav.2u6hff70.s102

ID: 95200630

Label: excuseme

Sample length: 1s

unknown.093f65a1_nohash_0.wav.2u6hhv5r

ID: 95200847

Label: unknown

Sample length: 1s

noise.orig_train.WasherDryer_2.wav.153000.wav.2u6ifpui

ID: 95199459

Label: noise

Sample length: 1s

Cade qingwen long.wav.2u6i2m5m.s116

ID: 95199491

Label: qingwen

Sample length: 1s

unknown.e10e2cbb_nohash_0.wav.2u6ii52c

ID: 95199252

Label: unknown

Sample length: 1s

unknown.e0ff1e9c_nohash_0.wav.2u6ii4tk

ID: 95199259

Label: unknown

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

93.0%

Test set

95.7%

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

Latency

174 ms.

Peak RAM usage

16.8K

Flash usage

34.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

16m 6s

Sensor

audio @ 16KHz

Labels

excuseme, noise, qingwen, unknown

Project info

Project ID	87415
Project version	1
License	No license attached
No. of views	23,367
No. of clones	1