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_test.Typing_2.wav.189000.wav.1m3ftrvt

ID: 137020405

Label: noise

Sample length: 1s

yes.d21fd169_nohash_0.wav.1m3g3n8g

ID: 137015732

Label: yes

Sample length: 1s

yes.4a1e736b_nohash_0.wav.1ksj9d8q.ingestion-64d7bd99c7-phpbh.json.1lpo2d0e

ID: 137020881

Label: yes

Sample length: 1s

no.d278d8ef_nohash_3.wav.1m3g1vq6

ID: 137016966

Label: no

Sample length: 1s

no.5ba724a7_nohash_0.wav.1m3g19i8

ID: 137017820

Label: no

Sample length: 1s

no.8281a2a8_nohash_3.wav.1m3g1ap6

ID: 137017649

Label: no

Sample length: 1s

no.b66f4f93_nohash_4.wav.1m3g18j5

ID: 137017923

Label: no

Sample length: 1s

unknown.9f92fb7c_nohash_0.wav.1m3g033c

ID: 137018505

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

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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	492,192
No. of clones	62