Speech Dataset Pipeline - WIP

• Step 0: Download audio files from RTHK
• Step 1: Split audio files into smaller chunks
• Step 2: Source separation
• Step 4: Language detection
• Step 3: Voice enhancement

Prerequisites

pip install -r requirements.txt

Usage

# Download audio file and convert to 16kHz, at this stage, it would create a folder `audios` for original audio files and `audios_16k` for 16kHz audio files
python step-0.py

# Split audio files into smaller chunks and speaker diarization
python step-1.py --audio_root_path audios_16k

# Source separation, remove background music
python step-1.py --audio_root_path chunks

TODO...