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

Target: Cortex-M7 216MHz Clone this project

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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.AirConditioner_6.wav.17000.wav.1ksjd4jg.ingestion-64d7bd99c7-phpbh.json.1lpo2drn

ID: 137020771

Label: noise

Sample length: 1s

noise.orig_train.AirConditioner_9.wav.48000.wav.1m3fu40p

ID: 137020324

Label: noise

Sample length: 1s

unknown.5170b77f_nohash_3.wav.1m3g06tn

ID: 137018365

Label: unknown

Sample length: 1s

noise.orig_test.CopyMachine_2.wav.42000.wav.1m3fuh2k

ID: 137019541

Label: noise

Sample length: 1s

no.8bbd98d0_nohash_0.wav.1m3g1jn9

ID: 137017282

Label: no

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.166000.wav.1m3fuino

ID: 137019258

Label: noise

Sample length: 1s

unknown.90e72357_nohash_2.wav.1m3fvpnj

ID: 137019032

Label: unknown

Sample length: 1s

yes.d1dd03ed_nohash_3.wav.1ksj8nul.ingestion-64d7bd99c7-phpbh.json.1lpo2cpt

ID: 137020934

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

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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	383,780
No. of clones	18