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.WasherDryer_3.wav.62000

ID: 143087538

Label: noise

Sample length: 1s

no.0b7ee1a0_nohash_0

ID: 143091563

Label: no

Sample length: 1s

unknown.b4ea0d9a_nohash_3

ID: 143089036

Label: unknown

Sample length: 1s

yes.d486fb84_nohash_0

ID: 143090016

Label: yes

Sample length: 1s

unknown.c50f55b8_nohash_9

ID: 143088955

Label: unknown

Sample length: 1s

noise.orig_test.Typing_2.wav.162000

ID: 143088455

Label: noise

Sample length: 1s

no.4c6167ca_nohash_1

ID: 143092226

Label: no

Sample length: 1s

noise.orig_train.CopyMachine_10.wav.97000

ID: 143088136

Label: noise

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	134,017
No. of clones	2