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

Target: Cortex-M7 216MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

Keywords Detection - EON Tuner Search Space

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (6,908 samples)

View all

no.94d370bf_nohash_2.wav.1m3g1lut

ID: 137017191

Label: no

Sample length: 1s

noise.orig_test.Babble_4.wav.105000.wav.1m3fuf1j

ID: 137019785

Label: noise

Sample length: 1s

yes.b87bdb22_nohash_0.wav.1m3g3lsa

ID: 137015787

Label: yes

Sample length: 1s

no.773e26f7_nohash_3.wav.1m3g1ag9

ID: 137017743

Label: no

Sample length: 1s

yes.4634529e_nohash_0.wav.1m3g3kp2

ID: 137015827

Label: yes

Sample length: 1s

noise.orig_train.Park_1.wav.247000.wav.1m3fuc60

ID: 137019958

Label: noise

Sample length: 1s

noise.orig_test.Neighbor_9.wav.20000.wav.1m3ftrb3

ID: 137020470

Label: noise

Sample length: 1s

no.6c968bd9_nohash_3.wav.1m3g1jin

ID: 137017284

Label: no

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	484,784
No. of clones	58