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.76b58705_nohash_1.wav.1m3g3ins

ID: 137015944

Label: yes

Sample length: 1s

noise.orig_train.Square_1.wav.264000.wav.1m3fuhb8

ID: 137019446

Label: noise

Sample length: 1s

no.9c59dd28_nohash_1.wav.1m3g1b0d

ID: 137017650

Label: no

Sample length: 1s

unknown.34881b10_nohash_0.wav.1m3fvr8j

ID: 137018828

Label: unknown

Sample length: 1s

yes.da93deb7_nohash_0.wav.1ksj7jvi.ingestion-64d7bd99c7-phpbh.json.1lpo2kad

ID: 137020584

Label: yes

Sample length: 1s

noise.orig_train.AirportAnnouncements_2.wav.105000.wav.1m3fu4nm

ID: 137020294

Label: noise

Sample length: 1s

yes.57152045_nohash_2.wav.1m3g38bf

ID: 137016240

Label: yes

Sample length: 1s

yes.ac7840d8_nohash_1.wav.1m3g30b5

ID: 137016623

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

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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	489,947
No. of clones	62