Cristinel Ababei / keyword_spotting_project Public

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keyword_spotting_project

Audio

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Data (63 samples)

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silence.05

ID: 239184589

Label: silence

Sample length: 600ms

engineering.10

ID: 239184603

Label: engineering

Sample length: 600ms

marquette.04

ID: 239184619

Label: marquette

Sample length: 600ms

silence.01

ID: 239184594

Label: silence

Sample length: 600ms

engineering.01

ID: 239184614

Label: engineering

Sample length: 600ms

marquette.16

ID: 239184622

Label: marquette

Sample length: 600ms

marquette.08

ID: 239184631

Label: marquette

Sample length: 600ms

marquette.15

ID: 239184620

Label: marquette

Sample length: 600ms

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

94.1%

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

Latency

107 ms.

Peak RAM usage

9.3K

Flash usage

26.4K

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Dataset summary

Data collected

38s

Sensor

audio @ 16KHz

Labels

engineering, marquette, silence

Project info

Project ID	209281
Project version	1
License	Apache 2.0
No. of views	1,129
No. of clones	0