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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no.6727b579_nohash_2.wav.1m3g1blj

ID: 137017590

Label: no

Sample length: 1s

unknown.98ea0818_nohash_1.wav.1m3fvqo0

ID: 137018915

Label: unknown

Sample length: 1s

no.f2898d06_nohash_4.wav.1m3g1i1b

ID: 137017376

Label: no

Sample length: 1s

yes.ace072ba_nohash_4.wav.1m3g3lig

ID: 137015800

Label: yes

Sample length: 1s

no.2a1f4853_nohash_1.wav.1m3g1j6r

ID: 137017353

Label: no

Sample length: 1s

yes.042a8dde_nohash_2.wav.1m3g2tff

ID: 137016758

Label: yes

Sample length: 1s

no.833d9f56_nohash_3.wav.1m3g18f8

ID: 137017981

Label: no

Sample length: 1s

unknown.37dca74f_nohash_4.wav.1m3g03g6

ID: 137018485

Label: unknown

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

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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	473,104
No. of clones	53