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Leif Rädel

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

Being Greedy Does Not Hurt: Sampling Strategies for End-To-End Speech Recognition

ICASSP 2022accepted

Maximum Likelihood Estimation (MLE) is currently the most common approach to train large scale speech recognition systems. While it has significant practical advantages, MLE exhibits several drawbacks known in literature: training and inference conditions are mismatched and a proxy objective is opti…

Cited by 0SourceScholar