Aryan Kumar / project1 Public

Target: Cortex-M4F 80MHz 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.

project1

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 (6,006 samples)

View all

no.fbf3dd31_nohash_0

ID: 1294480571

Label: no

Sample length: 1s

yes.b7a0754f_nohash_0

ID: 1294476647

Label: yes

Sample length: 1s

unknown.b4ea0d9a_nohash_1

ID: 1294492900

Label: unknown

Sample length: 1s

unknown.d8c52371_nohash_0

ID: 1294492167

Label: unknown

Sample length: 1s

noise.orig_test.Typing_2.wav.84000

ID: 1294488572

Label: noise

Sample length: 1s

unknown.274c008f_nohash_1

ID: 1294491466

Label: unknown

Sample length: 1s

no.b843de62_nohash_1

ID: 1294479073

Label: no

Sample length: 1s

noise.orig_test.Babble_3.wav.16000

ID: 1294485661

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.1%

Test set

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

163 ms.

Peak RAM usage

15.4K

Flash usage

32.1K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 6s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	537060
License	Apache 2.0
No. of views	6,375
No. of clones	0