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.f2898d06_nohash_3

ID: 143088750

Label: unknown

Sample length: 1s

unknown.f953e1af_nohash_2

ID: 143088712

Label: unknown

Sample length: 1s

unknown.2aca1e72_nohash_5

ID: 143089686

Label: unknown

Sample length: 1s

no.5b09db89_nohash_3

ID: 143092005

Label: no

Sample length: 1s

unknown.feb1d305_nohash_1

ID: 143088681

Label: unknown

Sample length: 1s

unknown.19a1e5c7_nohash_0

ID: 143089783

Label: unknown

Sample length: 1s

unknown.229978fd_nohash_1

ID: 143089728

Label: unknown

Sample length: 1s

noise.orig_train.CopyMachine_8.wav.105000

ID: 143088107

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	146,125
No. of clones	3