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_101

ID: 1739248482

Label: unknown

Sample length: 1,000ms

unknown.4a97tuf7.s3

ID: 479084018

Label: unknown

Sample length: 1,000ms

1d1cc9eb-1f01-40be-9213-28db8f6d5df9

ID: 1648224707

Label: computer

Sample length: 3,072ms

unknown.190821dc_nohash_3

ID: 457477697

Label: unknown

Sample length: 1,000ms

unknown.4ca37738_nohash_2

ID: 457477529

Label: unknown

Sample length: 1,000ms

computer.5ma8q43n

ID: 1732787862

Label: computer

Sample length: 1,000ms

ambient-piano-amp-strings_16000_segment_168

ID: 1739248378

Label: unknown

Sample length: 1,000ms

noise.orig_train.AirConditioner_9.wav.119000

ID: 457476318

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	35,235
No. of clones	23