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.c634a189_nohash_4

ID: 143091207

Label: no

Sample length: 1s

no.da15e796_nohash_0

ID: 143091633

Label: no

Sample length: 1s

no.3bc21161_nohash_2

ID: 143091514

Label: no

Sample length: 1s

unknown.ca4d5368_nohash_0

ID: 143088935

Label: unknown

Sample length: 1s

noise.orig_test.AirConditioner_4.wav.3000

ID: 143088641

Label: noise

Sample length: 1s

noise.orig_test.Typing_2.wav.100000

ID: 143088463

Label: noise

Sample length: 1s

yes.e53139ad_nohash_3

ID: 143089966

Label: yes

Sample length: 1s

yes.6a2fb9a5_nohash_0

ID: 143091018

Label: yes

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	141,525
No. of clones	3