Winfried / Wakeword-Computer Public

Target: Espressif ESP-EYE (ESP32 240MHz) Clone this project

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Wakeword-Computer

Wakeword 'computer' for voice activation devices

Keyword spotting

esp32s3

About this project

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Data (3,571 samples)

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noise.orig_train.Cafe_1.wav.95000

ID: 457476212

Label: noise

Sample length: 1,000ms

noise.orig_train.SqueakyChair_1.wav.2000

ID: 457476022

Label: noise

Sample length: 1,000ms

G0002_P0006_01_segment_3

ID: 1739224103

Label: noise

Sample length: 1,000ms

computer.49c3788i.s3

ID: 457048156

Label: computer

Sample length: 1,000ms

unknown.b66f4f93_nohash_5

ID: 457477531

Label: unknown

Sample length: 1,000ms

computer.49ch34gd.s10

ID: 457117702

Label: computer

Sample length: 1,000ms

unknown.8aa35b0c_nohash_0

ID: 457476573

Label: unknown

Sample length: 1,000ms

292e237d-429d-4509-8e1a-058dbf21e6c8

ID: 1648223730

Label: computer

Sample length: 3,072ms

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

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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	78,455
No. of clones	33