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Philip Woodland

2 accepted papers

2026

AUDIO-CONDITIONED DIFFUSION LLMS FOR ASR AND DELIBERATION PROCESSING

ICASSP 2026poster

Diffusion-based large language models (DLLMs) have recently attracted growing interest as an alternative to autoregressive decoders. In this work, we present an empirical study on using the diffusion-based large language model LLaDA for automatic speech recognition (ASR). We first investigate its us…

Cited by 0SourcePDFScholar
2023

Estimating the Uncertainty in Emotion Attributes using Deep Evidential Regression

ACL 2023long

In automatic emotion recognition (AER), labels assigned by different human annotators to the same utterance are often inconsistent due to the inherent complexity of emotion and the subjectivity of perception. Though deterministic labels generated by averaging or voting are often used as the ground t…