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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yes.3c1e12cf_nohash_0.wav.1m3g32rm

ID: 137016462

Label: yes

Sample length: 1s

noise.orig_train.WasherDryer_3.wav.14000.wav.1m3fugpe

ID: 137019578

Label: noise

Sample length: 1s

yes.cd7f8c1b_nohash_1.wav.1m3g30m3

ID: 137016575

Label: yes

Sample length: 1s

no.9aa21fa9_nohash_3.wav.1m3g19ld

ID: 137017785

Label: no

Sample length: 1s

noise.orig_train.CopyMachine_7.wav.2000.wav.1m3fuirv

ID: 137019276

Label: noise

Sample length: 1s

noise.orig_train.Hallway_1.wav.202000.wav.1m3fuher

ID: 137019439

Label: noise

Sample length: 1s

noise.orig_train.AirportAnnouncements_8.wav.16000.wav.1m3fu7af

ID: 137020222

Label: noise

Sample length: 1s

yes.73af0c50_nohash_0.wav.1m3g3iof

ID: 137015937

Label: yes

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	422,712
No. of clones	44