Thomas Garcia / keywordspotter_demo Public

Target: Cortex-M4F 80MHz Clone this project

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keywordspotter_demo

Keyword spotting

About this project

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Data (6,009 samples)

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yes.1jun7hu7

ID: 60450456

Label: yes

Sample length: 1s

no.1jun0i3o

ID: 60451638

Label: no

Sample length: 1s

no.1jun154q

ID: 60451146

Label: no

Sample length: 1s

unknown.1jumtdsf

ID: 60452927

Label: unknown

Sample length: 1s

no.1jun0e5o

ID: 60451743

Label: no

Sample length: 1s

no.1jun1ij3

ID: 60450872

Label: no

Sample length: 1s

no.1jun0rs7

ID: 60451411

Label: no

Sample length: 1s

no.1jun16lv

ID: 60451107

Label: no

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

71.0%

Test set

48.7%

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

Latency

182 ms.

Peak RAM usage

22.0K

Flash usage

38.9K

Run this model

On any device

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Dataset summary

Data collected

1h 40m 9s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	15582
Project version	3
License	No license attached
No. of views	324,934
No. of clones	177