Improving Streaming End-to-End ASR on Transformer-based Causal Models with Encoder States Revision Strategies

There is often a trade-off between performance and latency in streaming automatic speech recognition (ASR). Traditional methods such as look-ahead and chunk-based methods, usually require information from future frames to advance recognition accuracy, which incurs inevitable latency even if the comp...

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Hauptverfasser: Li, Zehan, Miao, Haoran, Deng, Keqi, Cheng, Gaofeng, Tian, Sanli, Li, Ta, Yan, Yonghong
Format: Artikel
Sprache:eng
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