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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20174140_nohash_0.wav.29r2pffp

ID: 37778694

Label: Right

Sample length: 1s

0f46028a_nohash_1.wav.29r28shp

ID: 37783421

Label: Left

Sample length: 1s

4bc2c2c5_nohash_2.wav.29r291uh

ID: 37783138

Label: Left

Sample length: 1s

70b0ccf4_nohash_0.wav.29r2muim

ID: 37779480

Label: Right

Sample length: 938ms

0e6e36c9_nohash_1.wav.29r28nht

ID: 37783426

Label: Left

Sample length: 1s

ea356919_nohash_0.wav.29r2drkj

ID: 37780728

Label: Left

Sample length: 1s

dude_miaowing.wav.29r3q6qb.s1

ID: 37776004

Label: noise

Sample length: 1s

noise.orig_train.VacuumCleaner_8.wav.87000.wav.29r3tdjp

ID: 37776349

Label: noise

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

Clone project

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	347,169
No. of clones	182