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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unknown.106a6183_nohash_1.wav.1m3g056m

ID: 137018431

Label: unknown

Sample length: 1s

no.b843de62_nohash_0.wav.1m3g1dkd

ID: 137017495

Label: no

Sample length: 1s

unknown.da5dadb9_nohash_0.wav.1m3g0e0n

ID: 137018177

Label: unknown

Sample length: 1s

unknown.211b928a_nohash_4.wav.1m3g05bj

ID: 137018420

Label: unknown

Sample length: 1s

unknown.1efdf53f_nohash_0.wav.1ksje9kr.ingestion-64d7bd99c7-6nfn5.json.1lpo2e6f

ID: 137020734

Label: unknown

Sample length: 1s

no.229978fd_nohash_4.wav.1m3g18g3

ID: 137017958

Label: no

Sample length: 1s

no.1df483c0_nohash_1.wav.1m3g1aej

ID: 137017692

Label: no

Sample length: 1s

unknown.34e8c726_nohash_0.wav.1m3fvpn1

ID: 137019030

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

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	451,085
No. of clones	49