Alvaro Gonzalez-Vila / VoiceTurn Public

Target: Cortex-M4F 80MHz Clone this project

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VoiceTurn

VoiceTurn - Voice-controlled turn lights for a safer ride

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 (12,001 samples)

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e2286c18_nohash_1.wav.29r2rp27

ID: 37777745

Label: Right

Sample length: 1s

af790082_nohash_2.wav.29r6p17q

ID: 37773904

Label: other

Sample length: 1s

b9515bf3_nohash_2.wav.29r2brg2

ID: 37781324

Label: Left

Sample length: 1s

6b889021_nohash_1.wav.29r2m1g6

ID: 37779974

Label: Right

Sample length: 1s

61ab8fbc_nohash_1.wav.29r29m7s

ID: 37782508

Label: Left

Sample length: 1s

b87bdb22_nohash_4.wav.29r2qfgp

ID: 37778357

Label: Right

Sample length: 1s

9637f43f_nohash_0.wav.29r2an8a

ID: 37781882

Label: Left

Sample length: 1s

a7acbbeb_nohash_2.wav.29r2q1t8

ID: 37778619

Label: Right

Sample length: 1s

Model accuracy (Unoptimized (float32))

Validation set

90.3%

Test set

80.5%

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

Latency

160 ms.

Peak RAM usage

16.8K

Flash usage

30.4K

Run this model

On any device

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Dataset summary

Data collected

3h 16m 57s

Sensor

audio @ 16KHz

Labels

Left, noise, other, Right

Project info

Project ID	39038
Project version	1
License	No license attached
No. of views	362,620
No. of clones	185