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Volker Leutnant

2 accepted papers

2024

Promptformer: Prompted Conformer Transducer for ASR

ICASSP 2024accepted

Context cues carry information which can improve multi-turn interactions in automatic speech recognition (ASR) systems. In this paper, we introduce a novel mechanism inspired by hyper-prompting to fuse textual context with acoustic representations in the attention mechanism. Results on a test set wi…

Cited by 0SourceScholar
2022

Lattention: Lattice-Attention in ASR Rescoring

ICASSP 2022accepted

Lattices form a compact representation of multiple hypotheses generated from an automatic speech recognition system and have been shown to improve performance of downstream tasks like spoken language understanding and speech translation, compared to using one-best hypothesis. In this work, we look i…

Cited by 0SourceScholar