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.49ap0bmg.s2

ID: 454661551

Label: computer

Sample length: 1,000ms

noise.doing_the_dishes.wav.46000

ID: 457475374

Label: noise

Sample length: 1,000ms

unknown.b69fe0e2_nohash_0

ID: 457476503

Label: unknown

Sample length: 1,000ms

unknown.460209ac_nohash_2

ID: 457477259

Label: unknown

Sample length: 1,000ms

G0006_P0004_01_segment_1

ID: 1739224078

Label: noise

Sample length: 1,000ms

computer.5ma91cb3

ID: 1732787994

Label: computer

Sample length: 1,000ms

unknown.26c54f73_nohash_0

ID: 457477237

Label: unknown

Sample length: 1,000ms

computer.5ma97prc

ID: 1732788257

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	22,509
No. of clones	17