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_131

ID: 1739248842

Label: unknown

Sample length: 1,000ms

computer.49cgud74.s1

ID: 457114676

Label: computer

Sample length: 1,000ms

G0005_P0008_01_segment_9

ID: 1739224405

Label: noise

Sample length: 1,000ms

speech_20230904105357832.s2

ID: 457162756

Label: computer

Sample length: 786.958ms

computer.49c3hv14.s3

ID: 457049527

Label: computer

Sample length: 1,000ms

noise_word_69

ID: 1737532052

Label: noise

Sample length: 478.625ms

chit_chat_segment_163

ID: 1739248498

Label: unknown

Sample length: 1,000ms

noise.orig_train.NeighborSpeaking_10.wav.125000

ID: 457476054

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

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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	120,931
No. of clones	57