Carlos / YesNo Public

Target: Cortex-M4F 80MHz Clone this project

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YesNo

Keyword spotting

About this project

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Data (6,016 samples)

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no.cae62f38_nohash_0

ID: 143091661

Label: no

Sample length: 1s

no.1a994c9f_nohash_2

ID: 143091550

Label: no

Sample length: 1s

no.53fd1780_nohash_0

ID: 143092182

Label: no

Sample length: 1s

yes.a16013b7_nohash_1

ID: 143090431

Label: yes

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.216000

ID: 143088003

Label: noise

Sample length: 1s

yes.bcf614a2_nohash_3

ID: 143090080

Label: yes

Sample length: 1s

yes.b83c1acf_nohash_0

ID: 143090088

Label: yes

Sample length: 1s

noise.orig_train.Hallway_1.wav.5000

ID: 143088048

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.8%

Test set

85.2%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

178 ms.

Peak RAM usage

16.8K

Flash usage

30.8K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 40m 16s

Sensor

audio @ 16KHz

Labels

no, noise, unknown, yes

Project info

Project ID	146769
Project version	1
License	Apache 2.0
No. of views	142,871
No. of clones	3