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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bd89b967-d416-4800-bb64-e597a9ecb8b1

ID: 1648224853

Label: computer

Sample length: 3,072ms

computer.49c3obtm.s5

ID: 457053047

Label: computer

Sample length: 1,000ms

computer.49c39vd4.s8

ID: 457045669

Label: computer

Sample length: 1,000ms

846e1f9b-dae5-4e92-a1ca-6387cada24b3

ID: 1648224362

Label: computer

Sample length: 1,760ms

noise.orig_train.CopyMachine_10.wav.117000

ID: 457475734

Label: noise

Sample length: 1,000ms

computer.4a987b98.s10

ID: 479087442

Label: computer

Sample length: 1,000ms

computer.5ma8ovjp

ID: 1732787846

Label: computer

Sample length: 1,000ms

unknown.2579e514_nohash_0

ID: 457476972

Label: unknown

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	13,786
No. of clones	12