Particle / Sparkle Public

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Sparkle

Keyword spotting

About this project

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Data (2,902 samples)

View all

unknown.noise.orig_train.WasherDryer_7.wav.39000.wav.42q50saf.ingestion-645bfb7677-8m8sc

ID: 765542389

Label: unknown

Sample length: 1s

unknown.noise.orig_train.VacuumCleaner_2.wav.40000.wav.42q50q6c.ingestion-645bfb7677-8m8sc

ID: 765543169

Label: unknown

Sample length: 1s

unknown.noise.orig_train.VacuumCleaner_9.wav.27000.wav.42q50qom.ingestion-645bfb7677-8m8sc

ID: 765543422

Label: unknown

Sample length: 1s

unknown.37fc5d97_nohash_0.wav.42q560k5.ingestion-645bfb7677-b8l42

ID: 765543007

Label: unknown

Sample length: 1s

unknown.noise.orig_train.Park_1.wav.84000.wav.42q50me1.ingestion-645bfb7677-8m8sc

ID: 765542042

Label: unknown

Sample length: 1s

unknown.be7a5b2d_nohash_4.wav.42q56bul.ingestion-645bfb7677-b8l42

ID: 765542697

Label: unknown

Sample length: 1s

unknown.656e8bb3_nohash_2.wav.42q564gd.ingestion-645bfb7677-slgqk

ID: 765543012

Label: unknown

Sample length: 1s

sparkle.4d0ubk51.s15

ID: 765543848

Label: sparkle

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

97.3%

Test set

95.9%

On-device performance (Cortex-M4F 80MHz, Quantized (int8))

Latency

290 ms.

Peak RAM usage

15.6K

Flash usage

30.8K

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Dataset summary

Data collected

49m 10s

Sensor

audio @ 16KHz

Labels

sparkle, unknown

Project info

Project ID	296245
Project version	2
License	Apache 2.0
No. of views	110,823
No. of clones	2