Helen Meng

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The Chinese University of Hong Kong

Dependency Parsing based Semantic Representation Learning with Graph Neural Network for Enhancing Expressiveness of Text-to-Speech

Semantic information of a sentence is crucial for improving the expressi...
04/14/2021 ∙ by Yixuan Zhou, et al. ∙ 0 ∙ share

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Adversarial defense for automatic speaker verification by cascaded self-supervised learning models

Automatic speaker verification (ASV) is one of the core technologies in ...
02/14/2021 ∙ by Haibin Wu, et al. ∙ 0 ∙ share

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Bayesian Transformer Language Models for Speech Recognition

State-of-the-art neural language models (LMs) represented by Transformer...
02/09/2021 ∙ by Boyang Xue, et al. ∙ 0 ∙ share

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Adversarially learning disentangled speech representations for robust multi-factor voice conversion

Factorizing speech as disentangled speech representations is vital to ac...
01/30/2021 ∙ by Jie Wang, et al. ∙ 0 ∙ share

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Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum

Contributions: The Chinese University of Hong Kong (CUHK)-Jockey Club AI...
01/19/2021 ∙ by Thomas K. F. Chiu, et al. ∙ 0 ∙ share

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Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation

Dialog systems enriched with external knowledge can handle user queries ...
01/15/2021 ∙ by Mudit Chaudhary, et al. ∙ 0 ∙ share

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Unsupervised Cross-Lingual Speech Emotion Recognition Using DomainAdversarial Neural Network

By using deep learning approaches, Speech Emotion Recog-nition (SER) on ...
12/21/2020 ∙ by Xiong Cai, et al. ∙ 0 ∙ share

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Syntactic representation learning for neural network based TTS with syntactic parse tree traversal

Syntactic structure of a sentence text is correlated with the prosodic s...
12/13/2020 ∙ by Changhe Song, et al. ∙ 0 ∙ share

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Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input

Non-autoregressive (NAR) transformer models have achieved significantly ...
10/28/2020 ∙ by Xingchen Song, et al. ∙ 0 ∙ share

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Replay and Synthetic Speech Detection with Res2net Architecture

Existing approaches for replay and synthetic speech detection still lack...
10/28/2020 ∙ by Xu Li, et al. ∙ 0 ∙ share

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Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling

This paper proposes an any-to-many location-relative, sequence-to-sequen...
09/06/2020 ∙ by Songxiang Liu, et al. ∙ 0 ∙ share

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Neural Architecture Search for Speech Recognition

Deep neural networks (DNNs) based automatic speech recognition (ASR) sys...
07/17/2020 ∙ by Shoukang Hu, et al. ∙ 0 ∙ share

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Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams

Generating 3D speech-driven talking head has received more and more atte...
06/20/2020 ∙ by Huirong Huang, et al. ∙ 0 ∙ share

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Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification

Recently adversarial attacks on automatic speaker verification (ASV) sys...
06/11/2020 ∙ by Xu Li, et al. ∙ 0 ∙ share

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Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification

Speaker verification systems usually suffer from the mismatch problem be...
04/08/2020 ∙ by Xu Li, et al. ∙ 0 ∙ share

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Defense against adversarial attacks on spoofing countermeasures of ASV

Various forefront countermeasure methods for automatic speaker verificat...
03/06/2020 ∙ by Haibin Wu, et al. ∙ 0 ∙ share

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Deep segmental phonetic posterior-grams based discovery of non-categories in L2 English speech

Second language (L2) speech is often labeled with the native, phone cate...
02/01/2020 ∙ by Xu Li, et al. ∙ 0 ∙ share

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Audio-visual Recognition of Overlapped speech for the LRS2 dataset

Automatic recognition of overlapped speech remains a highly challenging ...
01/06/2020 ∙ by Jianwei Yu, et al. ∙ 0 ∙ share

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Adversarial Attacks on GMM i-vector based Speaker Verification Systems

This work investigates the vulnerability of Gaussian Mix-ture Model (GMM...
11/08/2019 ∙ by Xu Li, et al. ∙ 0 ∙ share

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Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks

Self-attention network (SAN) can benefit significantly from the bi-direc...
10/23/2019 ∙ by Xingchen Song, et al. ∙ 0 ∙ share

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Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification

High-performance spoofing countermeasure systems for automatic speaker v...
10/19/2019 ∙ by Songxiang Liu, et al. ∙ 0 ∙ share

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Semi-Supervised Graph Classification: A Hierarchical Graph Perspective

Node classification and graph classification are two graph learning prob...
04/10/2019 ∙ by Jia Li, et al. ∙ 0 ∙ share

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Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition

Feature subspace selection is an important part in speech emotion recogn...
11/17/2016 ∙ by Xi Ma, et al. ∙ 0 ∙ share

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Helen Meng

Featured Co-authors

Hung-Yi Lee

Dong Yu

Junzhou Huang

Jie Wang

Jia Li

Irwin King

Peng Liu

Jian Wu

Wai Lam

Yu Rong

Wenbing Huang

Dependency Parsing based Semantic Representation Learning with Graph Neural Network for Enhancing Expressiveness of Text-to-Speech

Adversarial defense for automatic speaker verification by cascaded self-supervised learning models

Bayesian Transformer Language Models for Speech Recognition

Adversarially learning disentangled speech representations for robust multi-factor voice conversion

Creation and Evaluation of a Pre-tertiary Artificial Intelligence (AI) Curriculum

Unstructured Knowledge Access in Task-oriented Dialog Modeling using Language Inference, Knowledge Retrieval and Knowledge-Integrative Response Generation

Unsupervised Cross-Lingual Speech Emotion Recognition Using DomainAdversarial Neural Network

Syntactic representation learning for neural network based TTS with syntactic parse tree traversal

Non-Autoregressive Transformer ASR with CTC-Enhanced Decoder Input

Replay and Synthetic Speech Detection with Res2net Architecture

Any-to-Many Voice Conversion with Location-Relative Sequence-to-Sequence Modeling

Neural Architecture Search for Speech Recognition

Speaker Independent and Multilingual/Mixlingual Speech-Driven Talking Head Generation Using Phonetic Posteriorgrams

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification

Bayesian x-vector: Bayesian Neural Network based x-vector System for Speaker Verification

Defense against adversarial attacks on spoofing countermeasures of ASV

Deep segmental phonetic posterior-grams based discovery of non-categories in L2 English speech

Audio-visual Recognition of Overlapped speech for the LRS2 dataset

Adversarial Attacks on GMM i-vector based Speaker Verification Systems

Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks

Adversarial Attacks on Spoofing Countermeasures of automatic speaker verification

Semi-Supervised Graph Classification: A Hierarchical Graph Perspective

Study on Feature Subspace of Archetypal Emotions for Speech Emotion Recognition