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.a77fbcfd_nohash_3

ID: 143089095

Label: unknown

Sample length: 1s

unknown.48463cbc_nohash_0

ID: 143089535

Label: unknown

Sample length: 1s

noise.orig_train.Office_1.wav.147000

ID: 143087837

Label: noise

Sample length: 1s

noise.orig_train.Cafe_1.wav.94000

ID: 143088182

Label: noise

Sample length: 1s

no.f798ac78_nohash_0

ID: 143091573

Label: no

Sample length: 1s

yes.41dce6f5_nohash_0

ID: 143090584

Label: yes

Sample length: 1s

yes.9c06a3f3_nohash_2

ID: 143090609

Label: yes

Sample length: 1s

noise.orig_train.ShuttingDoor_9.wav.13000

ID: 143087758

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

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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	117,412
No. of clones	2