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.49ap3f7d.s2

ID: 454662633

Label: computer

Sample length: 1,000ms

unknown.b52bd596_nohash_0

ID: 457476633

Label: unknown

Sample length: 1,000ms

unknown.332d33b1_nohash_3

ID: 457477243

Label: unknown

Sample length: 1,000ms

computer.5ma79r04

ID: 1732735759

Label: computer

Sample length: 1,000ms

chit_chat_segment_100

ID: 1739248550

Label: unknown

Sample length: 1,000ms

unknown.99a9b015_nohash_0

ID: 457477489

Label: unknown

Sample length: 1,000ms

speech_20230904105344102.s4

ID: 457163356

Label: computer

Sample length: 1,000ms

unknown_word_64

ID: 1737627495

Label: unknown

Sample length: 757.25ms

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	75,553
No. of clones	31