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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chit_chat_segment_65

ID: 1739248682

Label: unknown

Sample length: 1,000ms

ca5b6198-076a-4517-a559-005836c2b78e

ID: 1648224586

Label: computer

Sample length: 3,072ms

computer.49c3beir.s5

ID: 457048093

Label: computer

Sample length: 1,000ms

unknown.b66f4f93_nohash_5

ID: 457477531

Label: unknown

Sample length: 1,000ms

unknown.97f493b9_nohash_1

ID: 457476833

Label: unknown

Sample length: 1,000ms

computer.5ma79len

ID: 1732735753

Label: computer

Sample length: 1,000ms

Computer.49aoc9ov.s3

ID: 454657019

Label: computer

Sample length: 1,213.563ms

unknown_word_104

ID: 1737627727

Label: unknown

Sample length: 943.063ms

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	49,537
No. of clones	28