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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computer.5ma91pnf

ID: 1732788006

Label: computer

Sample length: 1,000ms

G0001_P0003_01_segment_3

ID: 1739224120

Label: noise

Sample length: 1,000ms

computer.49cgi0ul.s7

ID: 457107066

Label: computer

Sample length: 1,000ms

noise_word_8

ID: 1737531866

Label: noise

Sample length: 385.75ms

computer.49cko40o.s5

ID: 457175737

Label: computer

Sample length: 1,000ms

4b8630a1-0dd1-41c1-ad6c-d4208c70f0ca

ID: 1648223698

Label: computer

Sample length: 3,072ms

Computer.49ap0bmg.s1

ID: 454661526

Label: computer

Sample length: 1,000ms

noise.orig_test.Babble_2.wav.26000

ID: 457475626

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

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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	42,647
No. of clones	24