Christopher Mendez / VENTUNO - Keyword Public

Target: Arduino UNO Q (Qualcomm QRB2210) Clone this project

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VENTUNO - Keyword

Keyword spotting

About this project

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Data (2,294 samples)

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noise.orig_train.Bus_1.wav.92000.wav.1ncrob95.ingestion-675cdb5cc7-8nx9w

ID: 2841378539

Label: noise

Sample length: 1s

noise.orig_test.Babble_4.wav.30000.wav.1ncro4qc.ingestion-675cdb5cc7-tncpl

ID: 2841377979

Label: noise

Sample length: 1s

unknown.6nr90t6p.s23

ID: 2844156084

Label: unknown

Sample length: 1s

unknown.74b73f88_nohash_0.wav.1ncrnk81.ingestion-675cdb5cc7-q6zp6

ID: 2841386629

Label: unknown

Sample length: 1s

unknown.5769c5ab_nohash_1.wav.1ncrnotc.ingestion-675cdb5cc7-8nx9w

ID: 2841386363

Label: unknown

Sample length: 1s

unknown.6e8b9b7b_nohash_0.wav.1ncrnjet.ingestion-675cdb5cc7-q6zp6

ID: 2841386612

Label: unknown

Sample length: 1s

noise.orig_test.CopyMachine_2.wav.42000.wav.1ncro4ss.ingestion-675cdb5cc7-8nx9w

ID: 2841378011

Label: noise

Sample length: 1s

noise.orig_train.Traffic_1.wav.53000.wav.1ncrod0q.ingestion-675cdb5cc7-tncpl

ID: 2841379283

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

91.4%

Test set

90.9%

On-device performance (Arduino UNO Q (Qualcomm QRB2210), Unoptimized (float32))

Latency

21 ms.

Flash usage

7.9M

Run this model

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Dataset summary

Data collected

38m 14s

Sensor

audio @ 16KHz

Labels

noise, unknown, Ventuno

Project info

Project ID	985298
License	3-Clause BSD
No. of views	9,364
No. of clones	9