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.6f2f57c1_nohash_0

ID: 143090639

Label: yes

Sample length: 1s

yes.90e72357_nohash_1

ID: 143090164

Label: yes

Sample length: 1s

yes.a80f9f53_nohash_0

ID: 143090852

Label: yes

Sample length: 1s

no.72242187_nohash_0

ID: 143091279

Label: no

Sample length: 1s

no.9beccfc8_nohash_0

ID: 143091459

Label: no

Sample length: 1s

unknown.15c563d7_nohash_2

ID: 143089788

Label: unknown

Sample length: 1s

unknown.902258bb_nohash_0

ID: 143089196

Label: unknown

Sample length: 1s

unknown.e3e49931_nohash_0

ID: 143088827

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	140,394
No. of clones	3