Search Results for author: Chendong Zhao

Found 8 papers, 1 papers with code

Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain Adaptation

no code implementations15 Oct 2022 Chendong Zhao, Jianzong Wang, Xiaoyang Qu, Haoqian Wang, Jing Xiao

Unsupervised representation learning for speech audios attained impressive performances for speech recognition tasks, particularly when annotated speech is limited.

Domain Adaptation Representation Learning +2

DT-SV: A Transformer-based Time-domain Approach for Speaker Verification

no code implementations26 May 2022 Nan Zhang, Jianzong Wang, Zhenhou Hong, Chendong Zhao, Xiaoyang Qu, Jing Xiao

Therefore, we propose an approach to derive utterance-level speaker embeddings via a Transformer architecture that uses a novel loss function named diffluence loss to integrate the feature information of different Transformer layers.

Speaker Verification

QSpeech: Low-Qubit Quantum Speech Application Toolkit

1 code implementation26 May 2022 Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Chendong Zhao, Wei Tao, Jing Xiao

However, Quantum Neural Network (QNN) running on low-qubit quantum devices would be difficult since it is based on Variational Quantum Circuit (VQC), which requires many qubits.

Adaptive Few-Shot Learning Algorithm for Rare Sound Event Detection

no code implementations24 May 2022 Chendong Zhao, Jianzong Wang, Leilai Li, Xiaoyang Qu, Jing Xiao

In this work, we propose a novel task-adaptive module which is easy to plant into any metric-based few-shot learning frameworks.

Event Detection Few-Shot Learning +1

Federated Learning with Dynamic Transformer for Text to Speech

no code implementations9 Jul 2021 Zhenhou Hong, Jianzong Wang, Xiaoyang Qu, Jie Liu, Chendong Zhao, Jing Xiao

Text to speech (TTS) is a crucial task for user interaction, but TTS model training relies on a sizable set of high-quality original datasets.

Federated Learning

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