Shiyu Zhou | DeepAI

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Featured Co-authors

Wei Chen
332 publications
Jun Zhang
202 publications
Jie Li
179 publications
YI LIU
156 publications
Jing Liu
126 publications
Bo Xu
105 publications
Jianzong Wang
87 publications
Fei Liu
83 publications
Meng Li
82 publications
Ning Cheng
58 publications
Jiajun Zhang
52 publications

∙ 11/17/2022

Token-level Speaker Change Detection Using Speaker Difference and Speech Content via Continuous Integrate-and-fire

In multi-talker scenarios such as meetings and conversations, speech pro...

0 Zhiyun Fan, et al. ∙

∙ 01/30/2022

Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge Selection

Nowadays, most methods in end-to-end contextual speech recognition bias ...

0 Minglun Han, et al. ∙

∙ 07/01/2021

OPT: Omni-Perception Pre-Trainer for Cross-Modal Understanding and Generation

In this paper, we propose an Omni-perception Pre-Trainer (OPT) for cross...

0 Jing Liu, et al. ∙

∙ 03/02/2021

Long-Running Speech Recognizer:An End-to-End Multi-Task Learning Framework for Online ASR and VAD

When we use End-to-end automatic speech recognition (E2E-ASR) system for...

0 Meng Li, et al. ∙

∙ 01/17/2021

Efficiently Fusing Pretrained Acoustic and Linguistic Encoders for Low-resource Speech Recognition

End-to-end models have achieved impressive results on the task of automa...

0 Cheng Yi, et al. ∙

∙ 12/22/2020

Applying wav2vec2.0 to Speech Recognition in various low-resource languages

Several domains own corresponding widely used feature extractors, such a...

0 Cheng Yi, et al. ∙

∙ 12/17/2020

CIF-based Collaborative Decoding for End-to-end Contextual Speech Recognition

End-to-end (E2E) models have achieved promising results on multiple spee...

0 Minglun Han, et al. ∙

∙ 12/11/2020

Exploring wav2vec 2.0 on speaker verification and language identification

Wav2vec 2.0 is a recently proposed self-supervised framework for speech ...

0 Zhiyun Fan, et al. ∙

∙ 11/06/2020

Multi-output Gaussian Process Modulated Poisson Processes for Event Prediction

Prediction of events such as part replacement and failure events plays a...

0 Salman Jahani, et al. ∙

∙ 05/20/2020

A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition

End-to-end models are gaining wider attention in the field of automatic ...

0 Linhao Dong, et al. ∙

∙ 01/02/2020

Speaker-aware speech-transformer

Recently, end-to-end (E2E) models become a competitive alternative to th...

0 Zhiyun Fan, et al. ∙

∙ 10/28/2019

Unsupervised pre-training for sequence to sequence speech recognition

This paper proposes a novel approach to pre-train encoder-decoder sequen...

0 Zhiyun Fan, et al. ∙

∙ 10/28/2019

Unsupervised pre-traing for sequence to sequence speech recognition

This paper proposes a novel approach to pre-train encoder-decoder sequen...

0 Zhiyun Fan, et al. ∙

∙ 01/31/2019

Minimizing Negative Transfer of Knowledge in Multivariate Gaussian Processes: A Scalable and Regularized Approach

Recently there has been an increasing interest in the multivariate Gauss...

0 Raed Kontar, et al. ∙

∙ 06/17/2018

Extending Recurrent Neural Aligner for Streaming End-to-End Speech Recognition in Mandarin

End-to-end models have been showing superiority in Automatic Speech Reco...

0 Linhao Dong, et al. ∙

∙ 06/12/2018

Multilingual End-to-End Speech Recognition with A Single Transformer on Low-Resource Languages

Sequence-to-sequence attention-based models integrate an acoustic, pronu...

0 Shiyu Zhou, et al. ∙

∙ 05/16/2018

A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese

The choice of modeling units is critical to automatic speech recognition...

0 Shiyu Zhou, et al. ∙

∙ 04/28/2018

Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese

Sequence-to-sequence attention-based models have recently shown very pro...

0 Shiyu Zhou, et al. ∙

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