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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noise.orig_train.Traffic_1.wav.130000

ID: 143087677

Label: noise

Sample length: 1s

unknown.cfbedff9_nohash_2

ID: 143088897

Label: unknown

Sample length: 1s

yes.74551073_nohash_0

ID: 143090201

Label: yes

Sample length: 1s

no.b4bef564_nohash_0

ID: 143091698

Label: no

Sample length: 1s

yes.708b8d51_nohash_1

ID: 143090208

Label: yes

Sample length: 1s

no.4c6944d6_nohash_1

ID: 143092003

Label: no

Sample length: 1s

yes.ff4ed4f3_nohash_1

ID: 143090714

Label: yes

Sample length: 1s

unknown.2aca1e72_nohash_5

ID: 143089686

Label: unknown

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	124,070
No. of clones	2