Justin Lutz / darth-vader2 Public

Target: Cortex-M4F 80MHz Clone this project

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darth-vader2

Keyword spotting

About this project

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Data (553 samples)

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z_openset.idle.399o1qkc.ingestion-788b745d9d-2lh9s.s9.json.39a2fglc.ingestion-788b745d9d-7c5dx

ID: 124671709

Label: z_openset

Sample length: 1s

speak.39v8v1rq.s27

ID: 124671578

Label: speak

Sample length: 1s

z_openset.399rgs8s.ingestion-788b745d9d-2lh9s.s1.json.39a2ffq3.ingestion-788b745d9d-7c5dx

ID: 124671756

Label: z_openset

Sample length: 1s

breathe.39uq2ka8.ingestion-666c74694d-pcwf2.s7

ID: 124671911

Label: breathe

Sample length: 1s

speak.39v8rv9c.s26

ID: 124671637

Label: speak

Sample length: 1s

speak.39v8qdt3.s23

ID: 124671666

Label: speak

Sample length: 1s

breathe.39v95e8q.s5

ID: 124671549

Label: breathe

Sample length: 1s

z_openset.39uidhds.ingestion-666c74694d-l26bv.s2

ID: 124671797

Label: z_openset

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

94.3%

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

Latency

779 ms.

Peak RAM usage

3.8K

Flash usage

550.2K

Run this model

On any device

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Dataset summary

Data collected

9m 13s

Sensor

audio @ 16KHz

Labels

breathe, speak, z_openset

Project info

Project ID	128669
Project version	1
License	No license attached
No. of views	16,934
No. of clones	1