John Staveley / Yes/No Public

Target: Arduino Nicla Vision (Cortex-M7 480MHz) Clone this project

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Yes/No

Keyword spotting

About this project

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Data (6,025 samples)

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yes.71f6fed7_nohash_0

ID: 267984533

Label: yes

Sample length: 1s

unknown.d9b8fab2_nohash_0

ID: 267980930

Label: unknown

Sample length: 1s

noise.orig_test.AirConditioner_8.wav.21000

ID: 267983561

Label: noise

Sample length: 1s

no.a928cc5b_nohash_2

ID: 267985483

Label: no

Sample length: 1s

no.131e738d_nohash_0

ID: 267985891

Label: no

Sample length: 1s

noise.orig_train.VacuumCleaner_5.wav.6000

ID: 267982318

Label: noise

Sample length: 1s

no.39a12648_nohash_1

ID: 267985998

Label: no

Sample length: 1s

yes.a77fbcfd_nohash_4

ID: 267984130

Label: yes

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

87.1%

Test set

84.2%

On-device performance (Arduino Nicla Vision (Cortex-M7 480MHz), Quantized (int8))

Latency

16 ms.

Peak RAM usage

3.2K

Flash usage

545.8K

Run this model

On any device

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Dataset summary

Data collected

1h 40m 25s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	222616
Project version	1
License	Apache 2.0
No. of views	64,818
No. of clones	0