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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unknown.e98cb283_nohash_1.wav.1m3g0e87

ID: 137018131

Label: unknown

Sample length: 1s

unknown.fad7a69a_nohash_0.wav.1m3fvvkv

ID: 137018631

Label: unknown

Sample length: 1s

no.90b0b91a_nohash_1.wav.1m3g1a7h

ID: 137017716

Label: no

Sample length: 1s

no.cce17a61_nohash_1.wav.1m3g18qp

ID: 137017918

Label: no

Sample length: 1s

no.fd9c7413_nohash_0.wav.1m3g1j0g

ID: 137017366

Label: no

Sample length: 1s

no.9aa21fa9_nohash_3.wav.1m3g19ld

ID: 137017785

Label: no

Sample length: 1s

unknown.4845bb10_nohash_1.wav.1m3fvq7o

ID: 137018955

Label: unknown

Sample length: 1s

no.435695e3_nohash_0.wav.1m3g1ogm

ID: 137017095

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

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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	518,049
No. of clones	69