Edge Impulse Inc. / Keywords Detection - EON Tuner Search Space Public

Target: Cortex-M7 216MHz Clone this project

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Keywords Detection - EON Tuner Search Space

Keyword spotting

About this project

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Data (6,908 samples)

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yes.2e7fac30_nohash_0.wav.1m3g3e13

ID: 137016033

Label: yes

Sample length: 1s

noise.orig_test.Typing_2.wav.129000.wav.1m3ftruq

ID: 137020407

Label: noise

Sample length: 1s

unknown.ff4ed4f3_nohash_1.wav.1m3fvvqb

ID: 137018626

Label: unknown

Sample length: 1s

yes.99e6cab8_nohash_0.wav.1m3g2tvu

ID: 137016736

Label: yes

Sample length: 1s

no.f9643d42_nohash_4.wav.1m3g20e2

ID: 137016925

Label: no

Sample length: 1s

yes.616420be_nohash_2.wav.1m3g3837

ID: 137016255

Label: yes

Sample length: 1s

no.b5cf6ea8_nohash_7.wav.1m3g1qlr

ID: 137017039

Label: no

Sample length: 1s

no.1a994c9f_nohash_1.wav.1ksjb8a8.ingestion-64d7bd99c7-phpbh.json.1lpo2dkd

ID: 137020829

Label: no

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.9%

Test set

79.6%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

1 ms.

Peak RAM usage

5.3K

Flash usage

36.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 55m 11s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	141212
Project version	1
License	BSD 3-Clause Clear
No. of views	479,644
No. of clones	54