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snorrrrr's Introduction

Beep--

제 9회 투빅스 컨퍼런스의 일환으로 진행된 프로젝트 입니다.

1) 목표

- 한국어 욕설 음성 필터링

2) 데이터 준비

  1. 유튜브에서 음성 얻기
    - get_data.py
  2. 음성 클래스 별로 분해하기
    - audio_label_cliping.ipynb
  3. Overlay을 통해 데이터 Generations
    - make_train_by_overlay.ipynb

3) 학습

  1. Colab을 통해 학습
    - Trigger word detection.ipynb

4) 구현

  1. 유튜브 url을 넣으면, 필터링 된 동영상 Return
    - demo.py

세부사항

폴더 경로

./data

./data/video

  • blahblah.mp4

./data/audio

  • blahblah.wav
  • blahblah_0.wav

./data/text

  • blahblah.txt

./data/label

  • blahblah_0.txt
  • blahblah_0.wav

./data/audio_label_clip

  • background_0.wav
  • negative_0.wav
  • positive_0.wav

./data/train_audios

  • mix_0.wav

./data/XY_train

  • x_0.npy
  • y_0.npy

ref

https://github.com/Tony607/Keras-Trigger-Word

snorrrrr's People

Contributors

leeminjoo avatar eunsunn avatar dizwe avatar jhtobigs avatar lsh3163 avatar

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