Edge Impulse Experts / Clawrophyll kws Public

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Clawrophyll kws

This is the finished Edge Impulse project for the tutorial 'Responding to your voice'. From here you acquire new training data, design impulses and train models.

Keyword spotting

About this project

This public Edge Impulse project does not have a README yet. Clone this project to add new data or retrain this project, or to deploy this project to a device.

Data (606 samples)

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clawrophyll.005

ID: 3001593697

Label: clawrophyll

Sample length: 1s

clawrophyll.172

ID: 3001593709

Label: clawrophyll

Sample length: 1s

unknown.4cee0c60_nohash_3.wav.1ncrnhgo.ingestion-675cdb5cc7-tncpl

ID: 3001593545

Label: unknown

Sample length: 1s

clawrophyll.153

ID: 3001593668

Label: clawrophyll

Sample length: 1s

clawrophyll.182

ID: 3001593686

Label: clawrophyll

Sample length: 1s

unknown.113b3fbc_nohash_4.wav.1ncrnkoo.ingestion-675cdb5cc7-8nx9w

ID: 3001593454

Label: unknown

Sample length: 1s

clawrophyll.088

ID: 3001593763

Label: clawrophyll

Sample length: 1s

noise.orig_train.Munching_1.wav.7000.wav.1ncroc1b.ingestion-675cdb5cc7-8nx9w

ID: 3001593402

Label: noise

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

96.9%

Test set

90.4%

On-device performance (Cortex-M7 216MHz, Quantized (int8))

Latency

139 ms.

Peak RAM usage

30.2K

Flash usage

49.3K

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Dataset summary

Data collected

10m 6s

Sensor

audio @ 16KHz

Labels

clawrophyll, noise, unknown

Project info

Project ID	1031403
Project version	1
License	3-Clause BSD
No. of views	42
No. of clones	0