MetaAudio: A Few-Shot Audio Classification Benchmark. - Calum Heggan; Sam Budgett; Timothy M. Hospedales; Mehrdad Yaghoobi (ICANN (1), 2022)

MT-SLVR: Multi-Task Self-Supervised Learning for Transformation In(Variant) Representations. - Calum Heggan; Timothy M. Hospedales; Sam Budgett; Mehrdad Yaghoobi (INTERSPEECH, 2023)

On the Transferability of Large-Scale Self-Supervision to Few-Shot Audio Classification. - Calum Heggan; Sam Budgett; Timothy M. Hospedales; Mehrdad Yaghoobi (ICASSP Workshops, 2024)

From Pixels to Waveforms: Evaluating Pre-trained Image Models for Few-Shot Audio Classification. - Calum Heggan; Timothy M. Hospedales; Sam Budgett; Mehrdad Yaghoobi (IJCNN, 2024)