ICASSP 2024
Learning Audio Concepts from Counterfactual Natural Language
Counterfactual audio-language method for audio retrieval and zero-shot audio classification; paired with the published Bosch patent application US 2025/0124292 A1 (co-inventor).
My part. Developed audio-language representation learning methods for audio-text retrieval and zero-shot sound classification by augmenting CLAP-style training with LLM-generated counterfactual captions as structured hard negatives.
Counterfactual audio-language method for audio retrieval and zero-shot audio classification; paired with the published Bosch patent application US 2025/0124292 A1 (co-inventor).