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)

View all

noise.orig_train.Babble_1.wav.15000

ID: 143088320

Label: noise

Sample length: 1s

no.f01a0d63_nohash_0

ID: 143091068

Label: no

Sample length: 1s

noise.orig_train.LivingRoom_1.wav.142000

ID: 143088009

Label: noise

Sample length: 1s

noise.orig_train.AirportAnnouncements_2.wav.69000

ID: 143088368

Label: noise

Sample length: 1s

no.1e8044b4_nohash_0

ID: 143092230

Label: no

Sample length: 1s

unknown.b959cd0c_nohash_0

ID: 143089009

Label: unknown

Sample length: 1s

noise.orig_train.VacuumCleaner_1.wav.9000

ID: 143087604

Label: noise

Sample length: 1s

yes.59b98a22_nohash_1

ID: 143090573

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	150,514
No. of clones	3