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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yes.b9f46737_nohash_2

ID: 143090844

Label: yes

Sample length: 1s

no.b414c653_nohash_0

ID: 143091705

Label: no

Sample length: 1s

no.1496195a_nohash_2

ID: 143091769

Label: no

Sample length: 1s

unknown.7318280c_nohash_1

ID: 143089330

Label: unknown

Sample length: 1s

yes.51f7a034_nohash_0

ID: 143090578

Label: yes

Sample length: 1s

unknown.ecbd8d66_nohash_1

ID: 143088776

Label: unknown

Sample length: 1s

unknown.39a45230_nohash_1

ID: 143089601

Label: unknown

Sample length: 1s

noise.orig_train.AirportAnnouncements_6.wav.1000

ID: 143088337

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

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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	154,004
No. of clones	3