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.249816lm

ID: 24871208

Label: on

Sample length: 1s

go.2497srkt

ID: 24874419

Label: go

Sample length: 1s

yes.2497qcem

ID: 24876874

Label: yes

Sample length: 1s

off.2497me9e

ID: 24880522

Label: off

Sample length: 1s

right.24982crt

ID: 24870133

Label: right

Sample length: 1s

right.249829p3

ID: 24870282

Label: right

Sample length: 1s

off.2497mf9j

ID: 24880469

Label: off

Sample length: 1s

stop.249837sp

ID: 24869503

Label: stop

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

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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	428,838
No. of clones	96