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.Babble_4.wav.8000

ID: 143088279

Label: noise

Sample length: 1s

noise.exercise_bike.wav.2000

ID: 143088669

Label: noise

Sample length: 1s

yes.333784b7_nohash_2

ID: 143090301

Label: yes

Sample length: 1s

no.c50f55b8_nohash_12

ID: 143092107

Label: no

Sample length: 1s

unknown.513aeddf_nohash_3

ID: 143089497

Label: unknown

Sample length: 1s

yes.eeaf97c3_nohash_0

ID: 143089944

Label: yes

Sample length: 1s

noise.orig_train.SqueakyChair_9.wav.23000

ID: 143087701

Label: noise

Sample length: 1s

yes.c98bbbd3_nohash_4

ID: 143090069

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	136,673
No. of clones	3