Group Masked Model Learning for General Audio Representation. - Sara Atito 001; Muhammad Awais 001; Tony Alex; Josef Kittler (ICIP, 2023)

DTF-AT: Decoupled Time-Frequency Audio Transformer for Event Classification. - Tony Alex; Sara Ahmed; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (AAAI, 2024)

Max-AST: Combining Convolution, Local and Global Self-Attentions for Audio Event Classification. - Tony Alex; Sara Ahmed; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (ICASSP, 2024)

SSLAM: Enhancing Self-Supervised Models with Audio Mixtures for Polyphonic Soundscapes. - Tony Alex; Sara Atito 001; Armin Mustafa; Muhammad Awais 001; Philip J. B. Jackson (ICLR, 2025)

PAL: Probing Audio Encoders via LLMs - A Study of Information Transfer from Audio Encoders to LLMs. - Tony Alex; Wish Suharitdamrong; Sara Atito 001; Armin Mustafa; Philip J. B. Jackson; Imran Razzak; Muhammad Awais 001 (CoRR, 2025)