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03/01/2023
Building High-accuracy Multilingual ASR with Gated Language Experts and Curriculum Training
We propose gated language experts to improve multilingual transformer tr...
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11/05/2022
LAMASSU: Streaming Language-Agnostic Multilingual Speech Recognition and Translation Using Neural Transducers
End-to-end formulation of automatic speech recognition (ASR) and speech ...
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11/04/2022
A Weakly-Supervised Streaming Multilingual Speech Model with Truly Zero-Shot Capability
In this paper, we introduce our work of building a Streaming Multilingua...
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12/10/2021
Building a great multi-lingual teacher with sparsely-gated mixture of experts for speech recognition
The sparsely-gated Mixture of Experts (MoE) can magnify a network capaci...
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10/15/2021
Multilingual Speech Recognition using Knowledge Transfer across Learning Processes
Multilingual end-to-end(E2E) models have shown a great potential in the ...
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07/13/2021
A Configurable Multilingual Model is All You Need to Recognize All Languages
Multilingual automatic speech recognition (ASR) models have shown great ...
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06/04/2021
Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition
Integrating external language models (LMs) into end-to-end (E2E) models ...
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02/02/2021
Internal Language Model Training for Domain-Adaptive End-to-End Speech Recognition
The efficacy of external language model (LM) integration with existing e...
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11/03/2020
Internal Language Model Estimation for Domain-Adaptive End-to-End Speech Recognition
The external language models (LM) integration remains a challenging task...
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03/17/2020
High-Accuracy and Low-Latency Speech Recognition with Two-Head Contextual Layer Trajectory LSTM Model
While the community keeps promoting end-to-end models over conventional ...
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09/09/2019