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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unknown.a55105d0_nohash_1

ID: 143089104

Label: unknown

Sample length: 1s

yes.63f7a489_nohash_3

ID: 143090570

Label: yes

Sample length: 1s

noise.orig_train.Office_1.wav.267000

ID: 143087833

Label: noise

Sample length: 1s

unknown.65d81c54_nohash_1

ID: 143089396

Label: unknown

Sample length: 1s

yes.f0522ff4_nohash_4

ID: 143090732

Label: yes

Sample length: 1s

no.c1d39ce8_nohash_3

ID: 143091219

Label: no

Sample length: 1s

noise.orig_train.Metro_1.wav.219000

ID: 143087982

Label: noise

Sample length: 1s

yes.b3bb4dd6_nohash_0

ID: 143090100

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	134,636
No. of clones	2