https://github.com/jayden5744/voice-activity-detection
한국어 VAD 구현
https://github.com/jayden5744/voice-activity-detection
python3 pytorch vad webrtcvad
Last synced: 6 months ago
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한국어 VAD 구현
- Host: GitHub
- URL: https://github.com/jayden5744/voice-activity-detection
- Owner: jayden5744
- License: gpl-3.0
- Created: 2020-11-25T04:27:07.000Z (almost 5 years ago)
- Default Branch: main
- Last Pushed: 2020-11-30T04:43:45.000Z (almost 5 years ago)
- Last Synced: 2025-03-25T17:49:32.042Z (6 months ago)
- Topics: python3, pytorch, vad, webrtcvad
- Language: Python
- Homepage:
- Size: 39.1 KB
- Stars: 9
- Watchers: 1
- Forks: 0
- Open Issues: 0
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# Voice-Activity-Detection
- 해당 코드는 https://github.com/nicklashansen/voice-activity-detection 의 Jupyter notebook 코드 기반으로
한국어 VAD를 만들기 위해 작성된 코드임을 알립니다.
## Dataset
- 한국어 데이터
- kss Dataset(https://www.kaggle.com/bryanpark/korean-single-speaker-speech-dataset)
- zeroth-Korean Dataset(http://www.openslr.org/40/)
- AIHub의 한국어 음성데이터(https://aihub.or.kr/aidata/105)
- Noise Dataset
- QUT-NOISE Dataset(https://research.qut.edu.au/saivt/databases/qut-noise-databases-and-protocols/)
## Requirements
- torch==1.7.0
- scikit-learn==0.23.2
- h5py==3.1.0
- h5py-cache==1.0
- numpy==1.19.2
- pydub==0.24.1
- python-speech-features==0.6
- SoundFile==0.10.3.post1
- webrtcvad==2.0.10
- ipython==7.19.0
- matplotlib==3.3.3
## 사용법