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[PDF][PDF] Recent advances in end-to-end automatic speech recognition
J Li - APSIPA Transactions on Signal and Information …, 2022 - nowpublishers.com
Recently, the speech community is seeing a significant trend of moving from deep neural
network based hybrid modeling to end-to-end (E2E) modeling for automatic speech …
network based hybrid modeling to end-to-end (E2E) modeling for automatic speech …
[HTML][HTML] Progress in machine translation
After more than 70 years of evolution, great achievements have been made in machine
translation. Especially in recent years, translation quality has been greatly improved with the …
translation. Especially in recent years, translation quality has been greatly improved with the …
End-to-end speech recognition: A survey
In the last decade of automatic speech recognition (ASR) research, the introduction of deep
learning has brought considerable reductions in word error rate of more than 50% relative …
learning has brought considerable reductions in word error rate of more than 50% relative …
Seamless: Multilingual Expressive and Streaming Speech Translation
L Barrault, YA Chung, MC Meglioli, D Dale… - ar**, converting images to a top-down view of the world, as
a translation problem. We show how a novel form of transformer network can be used to …
a translation problem. We show how a novel form of transformer network can be used to …
Monotonic multihead attention
Simultaneous machine translation models start generating a target sequence before they
have encoded or read the source sequence. Recent approaches for this task either apply a …
have encoded or read the source sequence. Recent approaches for this task either apply a …
Dual-mode ASR: Unify and improve streaming ASR with full-context modeling
Streaming automatic speech recognition (ASR) aims to emit each hypothesized word as
quickly and accurately as possible, while full-context ASR waits for the completion of a full …
quickly and accurately as possible, while full-context ASR waits for the completion of a full …
SimulMT to SimulST: Adapting simultaneous text translation to end-to-end simultaneous speech translation
Simultaneous text translation and end-to-end speech translation have recently made great
progress but little work has combined these tasks together. We investigate how to adapt …
progress but little work has combined these tasks together. We investigate how to adapt …