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Demo dataset

This directory contains a small demo dataset with real recordings:

  • positive/ — 22 recordings of the target phrase «Привет Аврора» (different speeds and volumes, including a few quiet/slurred takes).
  • negative_hard/ — 26 short non-target phrases, including adversarial ones that are close to the target («привет», «аврора», «это Аврора», «спасибо, Аврора», ...).
  • negative_long/ — 23 two-second fragments of arbitrary speech and room tone.

All recordings are made by the project maintainer and are published with their consent.

The dataset is intentionally tiny so that ../train_wakeword.py runs in seconds. It demonstrates the training pipeline and the difficulty of separating the target phrase from similar speech; a model trained on it is not production quality.

Format of all clips: 16 kHz, mono, PCM signed 16-bit WAV.

To extend the dataset, add your own recordings in the same format to the corresponding class directories — any *.wav file is picked up automatically.