Mukesh Sankhla / Audio_Data_Classification 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.

Audio_Data_Classification

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 (132 samples)

View all

Gun21375.s2

ID: 2456226523

Label: Gun

Sample length: 1s

Gun80000.s2

ID: 2456226602

Label: Gun

Sample length: 1s

Chainsaw42694.s6

ID: 2460344346

Label: Chainsaw

Sample length: 1s

Chainsaw54368.s6

ID: 2460343364

Label: Chainsaw

Sample length: 1s

Chainsaw72328.s3

ID: 2460346552

Label: Chainsaw

Sample length: 1s

Noise26610.s4

ID: 2456225663

Label: Noice

Sample length: 1s

Chainsaw54368.s2

ID: 2460343334

Label: Chainsaw

Sample length: 1s

Noise33183.s1

ID: 2456225009

Label: Noice

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

100.0%

Test set

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

Latency

157 ms.

Peak RAM usage

19.8K

Flash usage

32.0K

Run this model

On any device

Clone project

Dataset summary

Data collected

2m 21s

Sensor

audio @ 16KHz

Labels

Chainsaw, Gun, Noice

Project info

Project ID	850665
License	3-Clause BSD
No. of views	1,475
No. of clones	0