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cs.LG2025
Heterogeneous Self-Supervised Acoustic Pre-Training with Local Constraints
Xiaodong Cui, A F M Saif, Brian Kingsbury +1
Self-supervised pre-training using unlabeled data is widely used in automatic speech recognition. In this paper, we propose a new self-supervised pre-training approach to dealing w…
cs.LG2024
FERERO: A Flexible Framework for Preference-Guided Multi-Objective Learning
Lisha Chen, AFM Saif, Yanning Shen +1
Finding specific preference-guided Pareto solutions that represent different trade-offs among multiple objectives is critical yet challenging in multi-objective problems. Existing…