49 citations · 86 across the 12 of their papers we have counts for
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eess.AS2022★ 13 cited
Speaker Reinforcement Using Target Source Extraction for Robust Automatic Speech Recognition
Catalin Zorila, Rama Doddipatla
Improving the accuracy of single-channel automatic speech recognition (ASR) in noisy conditions is challenging. Strong speech enhancement front-ends are available, however, they ty…
cs.SD2022★ 6 cited
On monoaural speech enhancement for automatic recognition of real noisy speech using mixture invariant training
Jisi Zhang, Catalin Zorila, Rama Doddipatla +1
In this paper, we explore an improved framework to train a monoaural neural enhancement model for robust speech recognition. The designed training framework extends the existing mi…
eess.AS2022
Transformer-based Streaming ASR with Cumulative Attention
Mohan Li, Shucong Zhang, Catalin Zorila +1
In this paper, we propose an online attention mechanism, known as cumulative attention (CA), for streaming Transformer-based automatic speech recognition (ASR). Inspired by monoton…