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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no.2497vtu6

ID: 24872430

Label: no

Sample length: 1s

left.2497uo6q

ID: 24873573

Label: left

Sample length: 1s

up.24984t5l

ID: 24867641

Label: up

Sample length: 1s

left.2497ukbe

ID: 24873760

Label: left

Sample length: 1s

_noise.2497r16s

ID: 24876567

Label: _noise

Sample length: 1s

up.24984r3j

ID: 24867744

Label: up

Sample length: 1s

up.24984tdh

ID: 24867629

Label: up

Sample length: 1s

yes.2497q0er

ID: 24877429

Label: yes

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	392,871
No. of clones	66