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

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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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noise.orig_train.AirportAnnouncements_7.wav.31000.wav.1m3fu6qn

ID: 137020234

Label: noise

Sample length: 1s

yes.29229c21_nohash_3.wav.1m3g2vh7

ID: 137016688

Label: yes

Sample length: 1s

yes.617de221_nohash_3.wav.1m3g368o

ID: 137016329

Label: yes

Sample length: 1s

unknown.97f493b9_nohash_1.wav.1m3g055i

ID: 137018433

Label: unknown

Sample length: 1s

noise.orig_train.AirportAnnouncements_9.wav.59000.wav.1m3fu7fl

ID: 137020216

Label: noise

Sample length: 1s

no.d9aa8c90_nohash_0.wav.1m3g1f65

ID: 137017441

Label: no

Sample length: 1s

yes.d98dd124_nohash_4.wav.1ksj8qbu.ingestion-64d7bd99c7-6nfn5.json.1lpo2cq7

ID: 137020955

Label: yes

Sample length: 1s

noise.orig_train.Babble_5.wav.51000.wav.1m3fu7me

ID: 137020193

Label: noise

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

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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	501,552
No. of clones	64