Louis Moreau / TinyMLPerf - Speech Commands 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.

TinyMLPerf - Speech Commands

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 (18,000 samples)

View all

up.24984jbv

ID: 24868128

Label: up

Sample length: 1s

off.2497m6vp

ID: 24880882

Label: off

Sample length: 1s

on.249817oi

ID: 24871158

Label: on

Sample length: 1s

right.24982li4

ID: 24869693

Label: right

Sample length: 1s

right.2498241l

ID: 24870508

Label: right

Sample length: 1s

off.2497m1l1

ID: 24881142

Label: off

Sample length: 1s

no.2497vkla

ID: 24872896

Label: no

Sample length: 1s

on.249818pp

ID: 24871105

Label: on

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

79.5%

Test set

77.2%

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

Latency

179 ms.

Peak RAM usage

16.8K

Flash usage

41.3K

Run this model

On any device

Clone project

Dataset summary

Data collected

5h 0m 0s

Sensor

audio @ 16KHz

Labels

down, go, left, no, _noise and 7 others

Project info

Project ID	29349
Project version	4
License	BSD 3-Clause Clear
No. of views	344,995
No. of clones	58