Edge Impulse Experts / Adiuvo_BrainChip_KeyWord Public

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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)

View all

noise.orig_train.Station_1.wav.188000

ID: 453075184

Label: noise

Sample length: 1s

no.a24cf51c_nohash_1

ID: 453072982

Label: no

Sample length: 1s

no.ecef25ba_nohash_0

ID: 453072627

Label: no

Sample length: 1s

yes.e4b02540_nohash_1

ID: 453071474

Label: yes

Sample length: 1s

unknown.1acc97de_nohash_4

ID: 453074827

Label: unknown

Sample length: 1s

unknown.f9318c93_nohash_0

ID: 453073763

Label: unknown

Sample length: 1s

unknown.6d7af359_nohash_0

ID: 453074407

Label: unknown

Sample length: 1s

yes.16d41d07_nohash_1

ID: 453072451

Label: yes

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	20,003
No. of clones	1