3 citations · 4 across the 2 of their papers we have counts for
4 papers · 1 filter
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…
Head-synchronous Decoding for Transformer-based Streaming ASR
Mohan Li, Catalin Zorila, Rama Doddipatla
Online Transformer-based automatic speech recognition (ASR) systems have been extensively studied due to the increasing demand for streaming applications. Recently proposed Decoder…
Transformer-based Online Speech Recognition with Decoder-end Adaptive Computation Steps
Mohan Li, Catalin Zorila, Rama Doddipatla
Transformer-based end-to-end (E2E) automatic speech recognition (ASR) systems have recently gained wide popularity, and are shown to outperform E2E models based on recurrent struct…
End-to-end Speech Recognition with Adaptive Computation Steps
Mohan Li, Min Liu, Masanori Hattori
In this paper, we present Adaptive Computation Steps (ACS) algo-rithm, which enables end-to-end speech recognition models to dy-namically decide how many frames should be processed…