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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noise.orig_train.SqueakyChair_3.wav.10000

ID: 453075209

Label: noise

Sample length: 1s

noise.orig_train.AirportAnnouncement_11.wav.32000

ID: 453075947

Label: noise

Sample length: 1s

noise.orig_train.Hallway_1.wav.63000

ID: 453075607

Label: noise

Sample length: 1s

noise.orig_train.CafeTeria_1.wav.73000

ID: 453075769

Label: noise

Sample length: 1s

noise.orig_train.AirportAnnouncements_7.wav.38000

ID: 453075894

Label: noise

Sample length: 1s

yes.b959cd0c_nohash_0

ID: 453071704

Label: yes

Sample length: 1s

no.b2fbe484_nohash_0

ID: 453072904

Label: no

Sample length: 1s

unknown.b12bef84_nohash_0

ID: 453074110

Label: unknown

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	12,857
No. of clones	1