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20202026
most citedOn the Usefulness of Self-Attention for Automatic Speech Recognition with Transformers

4 citations · 13 across the 15 of their papers we have counts for

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cs.SD2024

Linear Time Complexity Conformers with SummaryMixing for Streaming Speech Recognition

Titouan Parcollet, Rogier van Dalen, Shucong Zhang +1

Automatic speech recognition (ASR) with an encoder equipped with self-attention, whether streaming or non-streaming, takes quadratic time in the length of the speech utterance. Thi…