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.49c434kv.s3

ID: 457056756

Label: computer

Sample length: 1,000ms

ambient-piano-amp-strings_16000_segment_70

ID: 1739248428

Label: unknown

Sample length: 1,000ms

unknown_word_4

ID: 1737627551

Label: unknown

Sample length: 617.938ms

computer_word_2

ID: 1738454480

Label: computer

Sample length: 943.063ms

743598d3-a59d-404c-b4b5-0f29dd0afaa4

ID: 1648224332

Label: computer

Sample length: 3,072ms

noise.orig_train.AirConditioner_9.wav.119000

ID: 457476318

Label: noise

Sample length: 1,000ms

computer.49c434kv.s1

ID: 457056742

Label: computer

Sample length: 1,000ms

computer.49c3pkue.s6

ID: 457053816

Label: computer

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	10,616
No. of clones	11