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)

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noise.orig_train.CafeTeria_1.wav.172000

ID: 453075783

Label: noise

Sample length: 1s

yes.3e31dffe_nohash_1

ID: 453072247

Label: yes

Sample length: 1s

yes.0d85a428_nohash_1

ID: 453072486

Label: yes

Sample length: 1s

noise.orig_train.Babble_2.wav.85000

ID: 453075853

Label: noise

Sample length: 1s

yes.29fb33da_nohash_1

ID: 453072347

Label: yes

Sample length: 1s

unknown.28ed6bc9_nohash_0

ID: 453074749

Label: unknown

Sample length: 1s

yes.d9b8fab2_nohash_0

ID: 453071503

Label: yes

Sample length: 1s

no.2927c601_nohash_1

ID: 453073527

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	20,737
No. of clones	1