preposition-synthesis

Preposition synthesis script for ICASSP 2023 paper: Audio-Text Models Do Not Yet Leverage Natural Language

Download AudioCaps

1. Download AudioSet from https://research.google.com/audioset/
2. Download AudioCaps metadata file from https://github.com/cdjkim/audiocaps/blob/master/dataset/train.csv

Synthesize Preposition Data

1. Edit the variables in the script AUDIOSET_FILE_PATH, AUDIOCAPS_METADATA_PATH, and OUTPUT_PATH
2. Run python preposition_synthesis.py