Edge Impulse Experts / Adiuvo_BrainChip_KeyWord Public

Target: Cortex-M4F 80MHz Clone this project

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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)

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yes.f2898d06_nohash_3

ID: 453071410

Label: yes

Sample length: 1s

no.4249c833_nohash_0

ID: 453073425

Label: no

Sample length: 1s

yes.92a9c5e6_nohash_4

ID: 453071885

Label: yes

Sample length: 1s

noise.orig_train.Munching_9.wav.3000

ID: 453075505

Label: noise

Sample length: 1s

noise.orig_train.SqueakyChair_6.wav.7000

ID: 453075198

Label: noise

Sample length: 1s

no.d0ce2418_nohash_0

ID: 453072740

Label: no

Sample length: 1s

yes.3d86b69a_nohash_3

ID: 453072254

Label: yes

Sample length: 1s

no.283d7a53_nohash_0

ID: 453073538

Label: no

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

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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	15,317
No. of clones	1