MJRoBot (Marcelo Rovai) / XIAO IPS Display - KWS Public

Target: Seeed Studio XIAO ESP32-S3 Plus Clone this project

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XIAO IPS Display - KWS

Keyword spotting

About this project

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Data (6,209 samples)

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unknown.4a1e736b_nohash_1

ID: 3156463922

Label: unknown

Sample length: 1s

yes.0474c92a_nohash_0

ID: 3156458680

Label: yes

Sample length: 1s

no.bfa63751_nohash_1

ID: 3156474947

Label: no

Sample length: 1s

yes.113b3fbc_nohash_0

ID: 3156460320

Label: yes

Sample length: 1s

yes.dea820ce_nohash_1

ID: 3156462818

Label: yes

Sample length: 1s

unknown.23059a35_nohash_0

ID: 3156468195

Label: unknown

Sample length: 1s

yes.62ef962d_nohash_2

ID: 3156457882

Label: yes

Sample length: 1s

no.9b02d503_nohash_4

ID: 3156476168

Label: no

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.5%

Test set

87.0%

On-device performance (Seeed Studio XIAO ESP32-S3 Plus, Quantized (int8))

Latency

366 ms.

Peak RAM usage

15.4K

Flash usage

30.8K

Run this model

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Dataset summary

Data collected

1h 43m 29s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	1129422
License	3-Clause BSD
No. of views	6,985
No. of clones	0