Louis Moreau / TinyMLPerf - Speech Commands Public

Target: Cortex-M4F 80MHz Clone this project

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TinyMLPerf - Speech Commands

Keyword spotting

About this project

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Data (18,000 samples)

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on.24980vjo

ID: 24871556

Label: on

Sample length: 1s

off.2497m4sl

ID: 24880981

Label: off

Sample length: 1s

left.2497uus3

ID: 24873261

Label: left

Sample length: 1s

on.24980m6m

ID: 24872016

Label: on

Sample length: 1s

go.2497spbg

ID: 24874556

Label: go

Sample length: 1s

go.2497sk9c

ID: 24874808

Label: go

Sample length: 1s

go.2497sk29

ID: 24874822

Label: go

Sample length: 1s

off.2497m95g

ID: 24880768

Label: off

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

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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	369,579
No. of clones	63