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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6093fec6-3335-4308-b0d1-72b32c2e97e6

ID: 1648224711

Label: computer

Sample length: 3,072ms

0f39d2ed-e21c-470b-b0ae-9957dbab93e5

ID: 1648224681

Label: computer

Sample length: 3,072ms

chit_chat_segment_42

ID: 1739248416

Label: unknown

Sample length: 1,000ms

noise_word_12

ID: 1737531868

Label: noise

Sample length: 362.563ms

computer.5ma95asb

ID: 1732788092

Label: computer

Sample length: 1,000ms

chit_chat_segment_93

ID: 1739248418

Label: unknown

Sample length: 1,000ms

G0001_P0005_01_segment_3

ID: 1739223976

Label: noise

Sample length: 1,000ms

computer_word_26

ID: 1738454482

Label: computer

Sample length: 850.125ms

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

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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	101,738
No. of clones	51