Xixin Wu

According to our database, Xixin Wu authored at least 114 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

A multiscale analysis-assisted two-stage reduced-order deep learning approach for effective thermal conductivity of arbitrary contrast heterogeneous materials.

Zihao Yang, Xixin Wu, Xindang He, Xiaofei Guan

Eng. Appl. Artif. Intell., 2024

A Survey on the Honesty of Large Language Models.

Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam

CoRR, 2024

Towards Within-Class Variation in Alzheimer's Disease Detection from Spontaneous Speech.

Jiawen Kang, Dongrui Han, Lingwei Meng, Jingyan Zhou, Jinchao Li, Xixin Wu, Helen Meng

CoRR, 2024

AudioComposer: Towards Fine-grained Audio Generation with Natural Language Descriptions.

Yuanyuan Wang, Hangting Chen, Dongchao Yang, Zhiyong Wu, Helen Meng, Xixin Wu

CoRR, 2024

Disentangling Speakers in Multi-Talker Speech Recognition with Speaker-Aware CTC.

Jiawen Kang, Lingwei Meng, Mingyu Cui, Yuejiao Wang, Xixin Wu, Xunying Liu, Helen Meng

CoRR, 2024

Speaking from Coarse to Fine: Improving Neural Codec Language Model via Multi-Scale Speech Coding and Generation.

Haohan Guo, Fenglong Xie, Dongchao Yang, Xixin Wu, Helen Meng

CoRR, 2024

Large Language Model Can Transcribe Speech in Multi-Talker Scenarios with Versatile Instructions.

Lingwei Meng, Shujie Hu, Jiawen Kang, Zhaoqing Li, Yuejiao Wang, Wenxuan Wu, Xixin Wu, Xunying Liu, Helen Meng

CoRR, 2024

SoCodec: A Semantic-Ordered Multi-Stream Speech Codec for Efficient Language Model Based Text-to-Speech Synthesis.

Haohan Guo, Fenglong Xie, Kun Xie, Dongchao Yang, Dake Guo, Xixin Wu, Helen Meng

CoRR, 2024

SimpleSpeech 2: Towards Simple and Efficient Text-to-Speech with Flow-based Scalar Latent Transformer Diffusion Models.

Dongchao Yang, Rongjie Huang, Yuanyuan Wang, Haohan Guo, Dading Chong, Songxiang Liu, Xixin Wu, Helen Meng

CoRR, 2024

Spontaneous Style Text-to-Speech Synthesis with Controllable Spontaneous Behaviors Based on Language Models.

Weiqin Li, Peiji Yang, Yicheng Zhong, Yixuan Zhou, Zhisheng Wang, Zhiyong Wu, Xixin Wu, Helen Meng

CoRR, 2024

Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder.

Yuejiao Wang, Xianmin Gong, Lingwei Meng, Xixin Wu, Helen Meng

CoRR, 2024

Empowering Whisper as a Joint Multi-Talker and Target-Talker Speech Recognition System.

Lingwei Meng, Jiawen Kang, Yuejiao Wang, Zengrui Jin, Xixin Wu, Xunying Liu, Helen Meng

CoRR, 2024

Autoregressive Speech Synthesis without Vector Quantization.

Lingwei Meng, Long Zhou, Shujie Liu, Sanyuan Chen, Bing Han, Shujie Hu, Yanqing Liu, Jinyu Li, Sheng Zhao, Xixin Wu, Helen Meng, Furu Wei

CoRR, 2024

Purple-teaming LLMs with Adversarial Defender Training.

Jingyan Zhou, Kun Li, Junan Li, Jiawen Kang, Minda Hu, Xixin Wu, Helen Meng

CoRR, 2024

Seamless Language Expansion: Enhancing Multilingual Mastery in Self-Supervised Models.

Jing Xu, Minglin Wu, Xixin Wu, Helen Meng

CoRR, 2024

UniAudio 1.5: Large Language Model-driven Audio Codec is A Few-shot Audio Task Learner.

Dongchao Yang, Haohan Guo, Yuanyuan Wang, Rongjie Huang, Xiang Li, Xu Tan, Xixin Wu, Helen Meng

CoRR, 2024

CoLM-DSR: Leveraging Neural Codec Language Modeling for Multi-Modal Dysarthric Speech Reconstruction.

Xueyuan Chen, Dongchao Yang, Dingdong Wang, Xixin Wu, Zhiyong Wu, Helen Meng

CoRR, 2024

Addressing Index Collapse of Large-Codebook Speech Tokenizer with Dual-Decoding Product-Quantized Variational Auto-Encoder.

Haohan Guo, Fenglong Xie, Dongchao Yang, Hui Lu, Xixin Wu, Helen Meng

CoRR, 2024

SimpleSpeech: Towards Simple and Efficient Text-to-Speech with Scalar Latent Transformer Diffusion Models.

Dongchao Yang, Dingdong Wang, Haohan Guo, Xueyuan Chen, Xixin Wu, Helen Meng

CoRR, 2024

Injecting Linguistic Knowledge Into BERT for Dialogue State Tracking.

Xiaohan Feng, Xixin Wu, Helen Meng

IEEE Access, 2024

Rethinking Machine Ethics - Can LLMs Perform Moral Reasoning through the Lens of Moral Theories?

Jingyan Zhou, Minda Hu, Junan Li, Xiaoying Zhang, Xixin Wu, Irwin King, Helen Meng

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Natural Language Embedded Programs for Hybrid Language Symbolic Reasoning.

Tianhua Zhang, Jiaxin Ge, Hongyin Luo, Yung-Sung Chuang, Mingye Gao, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, Jim Glass

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Target Speech Extraction with Pre-trained AV-HuBERT and Mask-And-Recover Strategy.

Wenxuan Wu, Xueyuan Chen, Xixin Wu, Haizhou Li, Helen Meng

Proceedings of the International Joint Conference on Neural Networks, 2024

UniAudio: Towards Universal Audio Generation with Large Language Models.

Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Haohan Guo, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Zhou Zhao, Xixin Wu, Helen M. Meng

Proceedings of the Forty-first International Conference on Machine Learning, 2024

UNIT-DSR: Dysarthric Speech Reconstruction System Using Speech Unit Normalization.

Yuejiao Wang, Xixin Wu, Disong Wang, Lingwei Meng, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Unifying One-Shot Voice Conversion and Cloning with Disentangled Speech Representations.

Hui Lu, Xixin Wu, Haohan Guo, Songxiang Liu, Zhiyong Wu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Improving Language Model-Based Zero-Shot Text-to-Speech Synthesis with Multi-Scale Acoustic Prompts.

Shun Lei, Yixuan Zhou, Liyang Chen, Dan Luo, Zhiyong Wu, Xixin Wu, Shiyin Kang, Tao Jiang, Yahui Zhou, Yuxing Han, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Stylespeech: Self-Supervised Style Enhancing with VQ-VAE-Based Pre-Training for Expressive Audiobook Speech Synthesis.

Xueyuan Chen, Xi Wang, Shaofei Zhang, Lei He, Zhiyong Wu, Xixin Wu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Exploiting Audio-Visual Features with Pretrained AV-HuBERT for Multi-Modal Dysarthric Speech Reconstruction.

Xueyuan Chen, Yuejiao Wang, Xixin Wu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Cross-Speaker Encoding Network for Multi-Talker Speech Recognition.

Jiawen Kang, Lingwei Meng, Mingyu Cui, Haohan Guo, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2024

Adaptive Query Rewriting: Aligning Rewriters through Marginal Probability of Conversational Answers.

Tianhua Zhang, Kun Li, Hongyin Luo, Xixin Wu, James R. Glass, Helen Meng

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SimCalib: Graph Neural Network Calibration Based on Similarity between Nodes.

Boshi Tang, Zhiyong Wu, Xixin Wu, Qiaochu Huang, Jun Chen, Shun Lei, Helen Meng

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Hiformer: Sequence Modeling Networks With Hierarchical Attention Mechanisms.

Xixin Wu, Hui Lu, Kun Li, Zhiyong Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2023

MSStyleTTS: Multi-Scale Style Modeling With Hierarchical Context Information for Expressive Speech Synthesis.

Shun Lei, Yixuan Zhou, Liyang Chen, Zhiyong Wu, Xixin Wu, Shiyin Kang, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2023

MSMC-TTS: Multi-Stage Multi-Codebook VQ-VAE Based Neural TTS.

Haohan Guo, Fenglong Xie, Xixin Wu, Frank K. Soong, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2023

Estimating the Uncertainty in Emotion Class Labels With Utterance-Specific Dirichlet Priors.

Wen Wu, Chao Zhang, Xixin Wu, Philip C. Woodland

IEEE Trans. Affect. Comput., 2023

UniAudio: An Audio Foundation Model Toward Universal Audio Generation.

Dongchao Yang, Jinchuan Tian, Xu Tan, Rongjie Huang, Songxiang Liu, Xuankai Chang, Jiatong Shi, Sheng Zhao, Jiang Bian, Xixin Wu, Zhou Zhao, Shinji Watanabe, Helen Meng

CoRR, 2023

QS-TTS: Towards Semi-Supervised Text-to-Speech Synthesis via Vector-Quantized Self-Supervised Speech Representation Learning.

Haohan Guo, Fenglong Xie, Jiawen Kang, Yujia Xiao, Xixin Wu, Helen Meng

CoRR, 2023

SAIL: Search-Augmented Instruction Learning.

Hongyin Luo, Yung-Sung Chuang, Yuan Gong, Tianhua Zhang, Yoon Kim, Xixin Wu, Danny Fox, Helen Meng, James R. Glass

CoRR, 2023

Interpretable Unified Language Checking.

Tianhua Zhang, Hongyin Luo, Yung-Sung Chuang, Wei Fang, Luc Gaitskell, Thomas Hartvigsen, Xixin Wu, Danny Fox, Helen Meng, James R. Glass

CoRR, 2023

SpeechTripleNet: End-to-End Disentangled Speech Representation Learning for Content, Timbre and Prosody.

Hui Lu, Xixin Wu, Zhiyong Wu, Helen Meng

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Integrated and Enhanced Pipeline System to Support Spoken Language Analytics for Screening Neurocognitive Disorders.

Helen Meng, Brian Mak, Man-Wai Mak, Helene H. Fung, Xianmin Gong, Timothy C. Y. Kwok, Xunying Liu, Vincent C. T. Mok, Patrick C. M. Wong, Jean Woo, Xixin Wu, Ka Ho Wong, Sean Shensheng Xu, Naijun Zheng, Ranzo Huang, Jiawen Kang, Xiaoquan Ke, Junan Li, Jinchao Li, Yi Wang

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Unified Modeling of Multi-Talker Overlapped Speech Recognition and Diarization with a Sidecar Separator.

Lingwei Meng, Jiawen Kang, Mingyu Cui, Haibin Wu, Xixin Wu, Helen Meng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

PunCantonese: A Benchmark Corpus for Low-Resource Cantonese Punctuation Restoration from Speech Transcripts.

Yunxiang Li, Pengfei Liu, Xixin Wu, Helen Meng

Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

A Sidecar Separator Can Convert A Single-Talker Speech Recognition System to A Multi-Talker One.

Lingwei Meng, Jiawen Kang, Mingyu Cui, Yuejiao Wang, Xixin Wu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2023

VF-Taco2: Towards Fast and Lightweight Synthesis for Autoregressive Models with Variation Autoencoder and Feature Distillation.

Yuhao Liu, Cheng Gong, Longbiao Wang, Xixin Wu, Qiuyu Liu, Jianwu Dang

Proceedings of the IEEE International Conference on Acoustics, 2023

A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition.

Jinchao Li, Xixin Wu, Kaitao Song, Dongsheng Li, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2023

Leveraging Pretrained Representations With Task-Related Keywords for Alzheimer's Disease Detection.

Jinchao Li, Kaitao Song, Junan Li, Bo Zheng, Dongsheng Li, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2023

Search Augmented Instruction Learning.

Hongyin Luo, Tianhua Zhang, Yung-Sung Chuang, Yuan Gong, Yoon Kim, Xixin Wu, Helen Meng, James R. Glass

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

Towards High-Quality Neural TTS for Low-Resource Languages by Learning Compact Speech Representations.

Haohan Guo, Fenglong Xie, Xixin Wu, Hui Lu, Helen Meng

CoRR, 2022

Disentangled Speech Representation Learning for One-Shot Cross-lingual Voice Conversion Using β-VAE.

Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng

CoRR, 2022

Disentangled Speech Representation Learning for One-Shot Cross-Lingual Voice Conversion Using ß-VAE.

Hui Lu, Disong Wang, Xixin Wu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE Spoken Language Technology Workshop, 2022

Speech-Vision Based Multi-Modal AI Control of a Magnetic Anchored and Actuated Endoscope.

Jixiu Li, Yisen Huang, Wing Yin Ng, Truman Cheng, Xixin Wu, Qi Dou, Helen Meng, Pheng-Ann Heng, Yunhui Liu, Shannon Melissa Chan, David Navarro-Alarcon, Calvin Sze Hang Ng, Philip Wai Yan Chiu, Zheng Li

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2022

Tackling Spoofing-Aware Speaker Verification with Multi-Model Fusion.

Haibin Wu, Jiawen Kang, Lingwei Meng, Yang Zhang, Xixin Wu, Zhiyong Wu, Hung-yi Lee, Helen Meng

Proceedings of the Odyssey 2022: The Speaker and Language Recognition Workshop, 28 June, 2022

Inferring Speaking Styles from Multi-modal Conversational Context by Multi-scale Relational Graph Convolutional Networks.

Jingbei Li, Yi Meng, Xixin Wu, Zhiyong Wu, Jia Jia, Helen Meng, Qiao Tian, Yuping Wang, Yuxuan Wang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Improving Rare Words Recognition through Homophone Extension and Unified Writing for Low-resource Cantonese Speech Recognition.

HoLam Chung, Junan Li, Pengfei Liu, Wai-Kim Leung, Xixin Wu, Helen Meng

Proceedings of the 13th International Symposium on Chinese Spoken Language Processing, 2022

HILvoice:Human-in-the-Loop Style Selection for Elder-Facing Speech Synthesis.

Xueyuan Chen, Qiaochu Huang, Xixin Wu, Zhiyong Wu, Helen Meng

Proceedings of the 13th International Symposium on Chinese Spoken Language Processing, 2022

Spoofing-Aware Speaker Verification by Multi-Level Fusion.

Haibin Wu, Lingwei Meng, Jiawen Kang, Jinchao Li, Xu Li, Xixin Wu, Hung-yi Lee, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Exploring linguistic feature and model combination for speech recognition based automatic AD detection.

Yi Wang, Tianzi Wang, Zi Ye, Lingwei Meng, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Multi-Stage Multi-Codebook VQ-VAE Approach to High-Performance Neural TTS.

Haohan Guo, Feng-Long Xie, Frank K. Soong, Xixin Wu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

A Multi-Scale Time-Frequency Spectrogram Discriminator for GAN-based Non-Autoregressive TTS.

Haohan Guo, Hui Lu, Xixin Wu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

Improving Mandarin Prosodic Structure Prediction with Multi-level Contextual Information.

Jie Chen, Changhe Song, Deyi Tuo, Xixin Wu, Shiyin Kang, Zhiyong Wu, Helen Meng

Proceedings of the 23rd Annual Conference of the International Speech Communication Association, 2022

The CUHK-Tencent Speaker Diarization System for the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Challenge.

Naijun Zheng, Na Li, Xixin Wu, Lingwei Meng, Jiawen Kang, Haibin Wu, Chao Weng, Dan Su, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

Characterizing the Adversarial Vulnerability of Speech self-Supervised Learning.

Haibin Wu, Bo Zheng, Xu Li, Xixin Wu, Hung-Yi Lee, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

Neural Architecture Search for Speech Emotion Recognition.

Xixin Wu, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

Speaker Identity Preservation in Dysarthric Speech Reconstruction by Adversarial Speaker Adaptation.

Disong Wang, Songxiang Liu, Xixin Wu, Hui Lu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

A Multitask Learning Framework for Speaker Change Detection with Content Information from Unsupervised Speech Decomposition.

Hang Su, Danyang Zhao, Long Dang, Minglei Li, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2022

Grounded Dialogue Generation with Cross-encoding Re-ranker, Grounding Span Prediction, and Passage Dropout.

Kun Li, Tianhua Zhang, Liping Tang, Junan Li, Hongyuan Lu, Xixin Wu, Helen Meng

Proceedings of the Second DialDoc Workshop on Document-grounded Dialogue and Conversational Question Answering, 2022

2021

Speech Emotion Recognition Using Sequential Capsule Networks.

Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Disong Wang, Zhiyong Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Exemplar-Based Emotive Speech Synthesis.

Xixin Wu, Yuewen Cao, Hui Lu, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling.

Songxiang Liu, Yuewen Cao, Disong Wang, Xixin Wu, Xunying Liu, Helen Meng

IEEE ACM Trans. Audio Speech Lang. Process., 2021

Attention Forcing for Machine Translation.

Qingyun Dou, Yiting Lu, Potsawee Manakul, Xixin Wu, Mark J. F. Gales

CoRR, 2021

Should Ensemble Members Be Calibrated?

Xixin Wu, Mark J. F. Gales

CoRR, 2021

Improved End-to-End Dysarthric Speech Recognition via Meta-learning Based Model Re-initialization.

Disong Wang, Jianwei Yu, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the 12th International Symposium on Chinese Spoken Language Processing, 2021

Learning Explicit Prosody Models and Deep Speaker Embeddings for Atypical Voice Conversion.

Disong Wang, Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

VAENAR-TTS: Variational Auto-Encoder Based Non-AutoRegressive Text-to-Speech Synthesis.

Hui Lu, Zhiyong Wu, Xixin Wu, Xu Li, Shiyin Kang, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks.

Xu Li, Xixin Wu, Hui Lu, Xunying Liu, Helen Meng

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

Deliberation-Based Multi-Pass Speech Synthesis.

Qingyun Dou, Xixin Wu, Moquan Wan, Yiting Lu, Mark J. F. Gales

Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021

2020

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

Xu Li, Xixin Wu, Xunying Liu, Helen Meng

CoRR, 2020

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

Xu Li, Jinghua Zhong, Jianwei Yu, Shoukang Hu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the Odyssey 2020: The Speaker and Language Recognition Workshop, 2020

Speaker-Aware Linear Discriminant Analysis in Speaker Verification.

Naijun Zheng, Xixin Wu, Jinghua Zhong, Xunying Liu, Helen Meng

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Ensemble Approaches for Uncertainty in Spoken Language Assessment.

Xixin Wu, Kate M. Knill, Mark J. F. Gales, Andrey Malinin

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Investigating Robustness of Adversarial Samples Detection for Automatic Speaker Verification.

Xu Li, Na Li, Jinghua Zhong, Xixin Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Non-Native Children's Automatic Speech Recognition: The INTERSPEECH 2020 Shared Task ALTA Systems.

Kate M. Knill, Linlin Wang, Yu Wang, Xixin Wu, Mark J. F. Gales

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

End-To-End Voice Conversion Via Cross-Modal Knowledge Distillation for Dysarthric Speech Reconstruction.

Disong Wang, Jianwei Yu, Xixin Wu, Songxiang Liu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

End-To-End Accent Conversion Without Using Native Utterances.

Songxiang Liu, Disong Wang, Yuewen Cao, Lifa Sun, Xixin Wu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Adversarial Attacks on GMM I-Vector Based Speaker Verification Systems.

Xu Li, Jinghua Zhong, Xixin Wu, Jianwei Yu, Xunying Liu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

Code-Switched Speech Synthesis Using Bilingual Phonetic Posteriorgram with Only Monolingual Corpora.

Yuewen Cao, Songxiang Liu, Xixin Wu, Shiyin Kang, Peng Liu, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

Maximizing Mutual Information for Tacotron.

Peng Liu, Xixin Wu, Shiyin Kang, Guangzhi Li, Dan Su, Dong Yu

CoRR, 2019

Comparative Study of Parametric and Representation Uncertainty Modeling for Recurrent Neural Network Language Models.

Jianwei Yu, Max W. Y. Lam, Shoukang Hu, Xixin Wu, Xu Li, Yuewen Cao, Xunying Liu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Unsupervised Methods for Audio Classification from Lecture Discussion Recordings.

Hang Su, Borislav Dzodzo, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Jointly Trained Conversion Model and WaveNet Vocoder for Non-Parallel Voice Conversion Using Mel-Spectrograms and Phonetic Posteriorgrams.

Songxiang Liu, Yuewen Cao, Xixin Wu, Lifa Sun, Xunying Liu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

LF-MMI Training of Bayesian and Gaussian Process Time Delay Neural Networks for Speech Recognition.

Shoukang Hu, Xurong Xie, Shansong Liu, Max W. Y. Lam, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Disambiguation of Chinese Polyphones in an End-to-End Framework with Semantic Features Extracted by Pre-Trained BERT.

Dongyang Dai, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng

Proceedings of the 20th Annual Conference of the International Speech Communication Association, 2019

Recurrent Neural Network Language Model Training Using Natural Gradient.

Jianwei Yu, Max W. Y. Lam, Xie Chen, Shoukang Hu, Songxiang Liu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Speech Emotion Recognition Using Capsule Networks.

Xixin Wu, Songxiang Liu, Yuewen Cao, Xu Li, Jianwei Yu, Dongyang Dai, Xi Ma, Shoukang Hu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Quasi-fully Convolutional Neural Network with Variational Inference for Speech Synthesis.

Mu Wang, Xixin Wu, Zhiyong Wu, Shiyin Kang, Deyi Tuo, Guangzhi Li, Dan Su, Dong Yu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Bayesian and Gaussian Process Neural Networks for Large Vocabulary Continuous Speech Recognition.

Shoukang Hu, Max W. Y. Lam, Xurong Xie, Shansong Liu, Jianwei Yu, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Learning Discriminative Features from Spectrograms Using Center Loss for Speech Emotion Recognition.

Dongyang Dai, Zhiyong Wu, Runnan Li, Xixin Wu, Jia Jia, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

End-to-end Code-switched TTS with Mix of Monolingual Recordings.

Yuewen Cao, Xixin Wu, Songxiang Liu, Jianwei Yu, Xu Li, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the IEEE International Conference on Acoustics, 2019

Coupling Global and Local Context for Unsupervised Aspect Extraction.

Ming Liao, Jing Li, Haisong Zhang, Lingzhi Wang, Xixin Wu, Kam-Fai Wong

Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

2018

The HCCL-CUHK System for the Voice Conversion Challenge 2018.

Songxiang Liu, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the Odyssey 2018: The Speaker and Language Recognition Workshop, 2018

Speech Super-Resolution Using Parallel WaveNet.

Mu Wang, Zhiyong Wu, Shiyin Kang, Xixin Wu, Jia Jia, Dan Su, Dong Yu, Helen Meng

Proceedings of the 11th International Symposium on Chinese Spoken Language Processing, 2018

Development of the CUHK Dysarthric Speech Recognition System for the UA Speech Corpus.

Jianwei Yu, Xurong Xie, Shansong Liu, Shoukang Hu, Max W. Y. Lam, Xixin Wu, Ka Ho Wong, Xunying Liu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Rapid Style Adaptation Using Residual Error Embedding for Expressive Speech Synthesis.

Xixin Wu, Yuewen Cao, Mu Wang, Songxiang Liu, Shiyin Kang, Zhiyong Wu, Xunying Liu, Dan Su, Dong Yu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Voice Conversion Across Arbitrary Speakers Based on a Single Target-Speaker Utterance.

Songxiang Liu, Jinghua Zhong, Lifa Sun, Xixin Wu, Xunying Liu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Unsupervised Discovery of Non-native Phonetic Patterns in L2 English Speech for Mispronunciation Detection and Diagnosis.

Xu Li, Shaoguang Mao, Xixin Wu, Kun Li, Xunying Liu, Helen Meng

Proceedings of the 19th Annual Conference of the International Speech Communication Association, 2018

Integrating Articulatory Features into Acoustic-Phonemic Model for Mispronunciation Detection and Diagnosis in L2 English Speech.

Shaoguang Mao, Zhiyong Wu, Xu Li, Runnan Li, Xixin Wu, Helen Meng

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

Feature Based Adaptation for Speaking Style Synthesis.

Xixin Wu, Lifa Sun, Shiyin Kang, Songxiang Liu, Zhiyong Wu, Xunying Liu, Helen Meng

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Intonation classification for L2 English speech using multi-distribution deep neural networks.

Kun Li, Xixin Wu, Helen M. Meng

Comput. Speech Lang., 2017

2015

Acoustic to articulatory mapping with deep neural network.

Zhiyong Wu, Kai Zhao, Xixin Wu, Xinyu Lan, Helen Meng

Multim. Tools Appl., 2015

Understanding speaking styles of internet speech data with LSTM and low-resource training.

Xixin Wu, Zhiyong Wu, Yishuang Ning, Jia Jia, Lianhong Cai, Helen M. Meng

Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015

2014

Automatic speech data clustering with human perception based weighted distance.

Xixin Wu, Zhiyong Wu, Jia Jia, Helen M. Meng, Lianhong Cai, Weifeng Li

Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, 2014

2012

Adaptive named entity recognition based on conditional random fields with automatic updated dynamic gazetteers.

Xixin Wu, Zhiyong Wu, Jia Jia, Lianhong Cai

Proceedings of the 8th International Symposium on Chinese Spoken Language Processing, 2012