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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no.42a99aec_nohash_0.wav.1m3g19lu

ID: 137017808

Label: no

Sample length: 1s

no.42a99aec_nohash_1.wav.1m3g1lb7

ID: 137017224

Label: no

Sample length: 1s

unknown.f292725f_nohash_0.wav.1m3fvvcd

ID: 137018642

Label: unknown

Sample length: 1s

no.574ec766_nohash_0.wav.1m3g1au2

ID: 137017639

Label: no

Sample length: 1s

no.7f74626f_nohash_3.wav.1m3g18fj

ID: 137017990

Label: no

Sample length: 1s

no.4e02d62d_nohash_0.wav.1m3g1jfo

ID: 137017303

Label: no

Sample length: 1s

unknown.f0ac2522_nohash_0.wav.1m3fvumi

ID: 137018661

Label: unknown

Sample length: 1s

noise.orig_train.Babble_4.wav.59000.wav.1m3fu7n1

ID: 137020187

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

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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	521,410
No. of clones	70