Winfried / Wakeword-Computer Public

Target: Espressif ESP-EYE (ESP32 240MHz) 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.

Wakeword-Computer

Wakeword 'computer' for voice activation devices

Keyword spotting

esp32s3

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 (3,571 samples)

View all

computer.5ma94g3c

ID: 1732788077

Label: computer

Sample length: 1,000ms

noise.orig_test.Neighbor_3.wav.21000

ID: 457476188

Label: noise

Sample length: 1,000ms

ambient-piano-amp-strings_16000_segment_111

ID: 1739248762

Label: unknown

Sample length: 1,000ms

ambient-piano-amp-strings_16000_segment_197

ID: 1739248860

Label: unknown

Sample length: 1,000ms

ambient-piano-amp-strings_16000_segment_22

ID: 1739248858

Label: unknown

Sample length: 1,000ms

computer.49c3jmpg.s3

ID: 457051131

Label: computer

Sample length: 1,000ms

d9574df8-a6f2-4e2f-86d9-a80daf5b0fbd

ID: 1648223638

Label: computer

Sample length: 3,072ms

noise.orig_test.AirConditioner_8.wav.42000

ID: 457475784

Label: noise

Sample length: 1,000ms

Model accuracy, mfe-conv1d-af9 (Unoptimized (float32))

View 2 other experiments

Validation set

97.4%

Test set

96.5%

On-device performance (Espressif ESP-EYE (ESP32 240MHz), Quantized (int8))

Latency

98 ms.

Peak RAM usage

8.4K

Flash usage

69.7K

Run this model

On any device

Clone project

Dataset summary

Data collected

1h 12m 15s

Sensor

audio @ 16KHz

Labels

computer, noise, unknown

Project info

Project ID	277934
License	3-Clause BSD
No. of views	58,445
No. of clones	30