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

0d90d8e1_nohash_1.wav.29r28ncq

ID: 37783435

Label: Left

Sample length: 1s

4e6902d0_nohash_0.wav.29r6mioo

ID: 37775246

Label: other

Sample length: 1s

3a182c98_nohash_0.wav.29r28vjv

ID: 37783246

Label: Left

Sample length: 1s

cfbedff9_nohash_1.wav.29r2cv0q

ID: 37781006

Label: Left

Sample length: 1s

c7aaad67_nohash_0.wav.29r2ciiv

ID: 37781188

Label: Left

Sample length: 1s

de040337_nohash_0.wav.29r2defi

ID: 37780848

Label: Left

Sample length: 1s

ca48dc76_nohash_0.wav.29r2coff

ID: 37781101

Label: Left

Sample length: 1s

noise.orig_train.WasherDryer_4.wav.342000.wav.29r3thk4

ID: 37776276

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	319,041
No. of clones	172