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

_noise.2497r66l

ID: 24876327

Label: _noise

Sample length: 1s

right.249824m9

ID: 24870477

Label: right

Sample length: 1s

go.2497s5gd

ID: 24875494

Label: go

Sample length: 1s

on.24980nop

ID: 24871943

Label: on

Sample length: 1s

yes.2497ptvq

ID: 24877537

Label: yes

Sample length: 1s

no.2497vkbl

ID: 24872906

Label: no

Sample length: 1s

no.2498062b

ID: 24872037

Label: no

Sample length: 1s

down.2497n20v

ID: 24880258

Label: down

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

Scan QR code or launch in browser

Launch in browser

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	407,722
No. of clones	70