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)

View all

noise.orig_train.SqueakyChair_2.wav.7000

ID: 267982489

Label: noise

Sample length: 1s

noise.orig_train.VacuumCleaner_7.wav.31000

ID: 267982310

Label: noise

Sample length: 1s

yes.8a56f36e_nohash_0

ID: 267984741

Label: yes

Sample length: 1s

yes.09bcdc9d_nohash_0

ID: 267984716

Label: yes

Sample length: 1s

no.834f03fe_nohash_2

ID: 267985754

Label: no

Sample length: 1s

unknown.5ebc1cda_nohash_0

ID: 267981921

Label: unknown

Sample length: 1s

no.876c84d6_nohash_2

ID: 267985745

Label: no

Sample length: 1s

noise.orig_train.Field_1.wav.147000

ID: 267982896

Label: noise

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

Clone project

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	67,083
No. of clones	1