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09/14/2023
DiariST: Streaming Speech Translation with Speaker Diarization
End-to-end speech translation (ST) for conversation recordings involves ...
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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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04/27/2022
Why does Self-Supervised Learning for Speech Recognition Benefit Speaker Recognition?
Recently, self-supervised learning (SSL) has demonstrated strong perform...
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04/11/2022
Large-Scale Streaming End-to-End Speech Translation with Neural Transducers
Neural transducers have been widely used in automatic speech recognition...
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03/01/2022
A Conformer Based Acoustic Model for Robust Automatic Speech Recognition
This study addresses robust automatic speech recognition (ASR) by introd...
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10/29/2021
Predicting Atlantic Multidecadal Variability
Atlantic Multidecadal Variability (AMV) describes variations of North At...
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10/28/2021
Continuous Speech Separation with Recurrent Selective Attention Network
While permutation invariant training (PIT) based continuous speech separ...
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11/09/2020
Efficient End-to-End Speech Recognition Using Performers in Conformers
On-device end-to-end speech recognition poses a high requirement on mode...
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10/27/2020
Multitask Training with Text Data for End-to-End Speech Recognition
We propose a multitask training method for attention-based end-to-end sp...
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10/20/2020
Speaker Separation Using Speaker Inventories and Estimated Speech
We propose speaker separation using speaker inventories and estimated sp...
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10/04/2020
Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speaker Separation
We propose multi-microphone complex spectral mapping, a simple way of ap...
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03/11/2019
Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling
Monaural speech enhancement has made dramatic advances since the introdu...
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12/14/2016
Incorporating Language Level Information into Acoustic Models
This paper proposed a class of novel Deep Recurrent Neural Networks whic...
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12/14/2016