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.045

ID: 3001593625

Label: clawrophyll

Sample length: 1s

noise.orig_train.Typing_2.wav.1000.wav.1ncrod5h.ingestion-675cdb5cc7-8nx9w

ID: 3001593311

Label: noise

Sample length: 1s

clawrophyll.170

ID: 3001593702

Label: clawrophyll

Sample length: 1s

unknown.46114b4e_nohash_0.wav.1ncrnpbb.ingestion-675cdb5cc7-8nx9w

ID: 3001593487

Label: unknown

Sample length: 1s

clawrophyll.110

ID: 3001593749

Label: clawrophyll

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.264000.wav.1ncrod95.ingestion-675cdb5cc7-8nx9w

ID: 3001593346

Label: noise

Sample length: 1s

noise.orig_train.Typing_10.wav.11000.wav.1ncrocr8.ingestion-675cdb5cc7-tncpl

ID: 3001593392

Label: noise

Sample length: 1s

unknown.377e916b_nohash_1.wav.1ncrnogo.ingestion-675cdb5cc7-q6zp6

ID: 3001593563

Label: unknown

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	6,411
No. of clones	2