ACES: Evaluating Automated Audio Captioning Models on the Semantics of Sounds. - Gijs Wijngaard; Elia Formisano; Bruno L. Giordano; Michel Dumontier (EUSIPCO, 2023)

Audio-Language Datasets of Scenes and Events: A Survey. - Gijs Wijngaard; Elia Formisano; Michele Esposito; Michel Dumontier (IEEE Access, 2025)

AudSemThinker: Enhancing Audio-Language Models through Reasoning over Semantics of Sound. - Gijs Wijngaard; Elia Formisano; Michele Esposito; Michel Dumontier (CoRR, 2025)

Data-Balanced Curriculum Learning for Audio Question Answering. - Gijs Wijngaard; Elia Formisano; Michele Esposito; Michel Dumontier (CoRR, 2025)