Alvaro Gonzalez-Vila / VoiceTurn Public

Target: Cortex-M4F 80MHz Clone this project

Welcome to Edge Impulse, the largest community of edge AI developers!
This is a public Edge Impulse project, use the navigation bar to see all data and models in this project; or clone to retrain or deploy to any edge device.

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)

View all

4c6944d6_nohash_4.wav.29r292c6

ID: 37783125

Label: Left

Sample length: 1s

0a196374_nohash_0.wav.29r2kem0

ID: 37780429

Label: Right

Sample length: 1s

noise.orig_train.CopyMachine_8.wav.261000.wav.29r3s7n8

ID: 37776881

Label: noise

Sample length: 1s

2a1f4853_nohash_3.wav.29r28u2d

ID: 37783319

Label: Left

Sample length: 1s

3903b558_nohash_0.wav.29r2ovt7

ID: 37779024

Label: Right

Sample length: 1s

doing_the_dishes.wav.29r3qbgm.s35

ID: 37776056

Label: noise

Sample length: 1s

3108acca_nohash_0.wav.29r2ov9h

ID: 37779037

Label: Right

Sample length: 1s

8281a2a8_nohash_1.wav.29r2p373

ID: 37778949

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

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	345,444
No. of clones	182