Edge Impulse Experts / Adiuvo_BrainChip_KeyWord 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.

Adiuvo_BrainChip_KeyWord

Audio

About this project

Follow the instructions from here to get the dataset into studio https://docs.edgeimpulse.com/docs/pre-built-datasets/keyword-spotting

Data (6,020 samples)

View all

no.2c6d3924_nohash_0

ID: 453073516

Label: no

Sample length: 1s

no.460209ac_nohash_1

ID: 453073410

Label: no

Sample length: 1s

unknown.402e2977_nohash_1

ID: 453074622

Label: unknown

Sample length: 1s

no.3d9bbe2d_nohash_2

ID: 453073437

Label: no

Sample length: 1s

noise.orig_train.SqueakyChair_9.wav.23000

ID: 453075191

Label: noise

Sample length: 1s

yes.578d3efb_nohash_0

ID: 453072151

Label: yes

Sample length: 1s

noise.orig_test.Neighbor_6.wav.29000

ID: 453076061

Label: noise

Sample length: 1s

noise.orig_train.Munching_3.wav.41000

ID: 453075516

Label: noise

Sample length: 1s

Model accuracy, Time series data, Audio (MFCC), MFCC - Normalized, Classification - BrainChip Akida™ #2 (DS CNN), Classification - BrainChip Akida™ #3 (Clone of version #1) (Unoptimized (float32))

View 4 other experiments

Validation set

Test set

On-device performance (Cortex-M4F 80MHz, Unoptimized (float32))

Latency

Flash usage

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 20s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	257193
Project version	1
License	Apache 2.0
No. of views	17,888
No. of clones	1