4verburga / disputa-wordpack Public

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disputa-wordpack

Keyword spotting

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Data (2,077 samples)

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conflicto_common_voice_es_19745844_aug00

ID: 3076250411

Label: CONFLICTO

Sample length: 1s

tostada_common_voice_es_18510867

ID: 3076315072

Label: OTHERS

Sample length: 1s

disputa_common_voice_es_20213926_aug04

ID: 3076257757

Label: DISPUTA

Sample length: 1s

melani_f_020_aug07

ID: 3076258377

Label: DISPUTA

Sample length: 1s

melani_f_018_aug08

ID: 3076258193

Label: DISPUTA

Sample length: 1s

melani_f_014_aug12

ID: 3076256209

Label: CONFLICTO

Sample length: 1s

unknown_f_008_aug02

ID: 3076281500

Label: PELEA

Sample length: 1s

unknown_f_018_aug11

ID: 3076281553

Label: PELEA

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

98.5%

Test set

94.1%

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

Latency

544 ms.

Peak RAM usage

166.4K

Flash usage

692.5K

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Dataset summary

Data collected

34m 20s

Sensor

audio @ 16KHz

Labels

CONFLICTO, DISPUTA, OTHERS, PELEA

Project info

Project ID	1048355
License	3-Clause BSD
No. of views	14
No. of clones	0