Mengyue Wu

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 85

Top Topics

Weakly Supervised

Temporal Aggregation

Top Venues

Publications

Haohe Liu, Xuenan Xu, Yi Yuan, Mengyue Wu, Wenwu Wang, Mark D. Plumbley
SemantiCodec: An Ultra Low Bitrate Semantic Audio Codec for General Sound. CoRR (2024)
Zeyu Xie, Baihan Li, Xuenan Xu, Mengyue Wu, Kai Yu
Enhancing Audio Generation Diversity with Visual Information. ICASSP (2024)
Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu
Towards Weakly Supervised Text-to-Audio Grounding. CoRR (2024)
Pingyue Zhang, Mengyue Wu
Multi-Label Supervised Contrastive Learning. AAAI (2024)
Xuenan Xu, Pingyue Zhang, Ming Yan, Ji Zhang, Mengyue Wu
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. CoRR (2024)
Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu
PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation. CoRR (2024)
Pingyue Zhang, Mengyue Wu, Kai Yu
Semantic-Enhanced Supervised Contrastive Learning. ICASSP (2024)
Siyuan Chen, Meilin Wang, Minghao Lv, Zhiling Zhang, Juqianqian Juqianqian, Dejiyangla Dejiyangla, Yujia Peng, Kenny Q. Zhu, Mengyue Wu
Mapping Long-term Causalities in Psychiatric Symptomatology and Life Events from Social Media. NAACL-HLT (2024)
Xuenan Xu, Haohe Liu, Mengyue Wu, Wenwu Wang, Mark D. Plumbley
Efficient Audio Captioning with Encoder-Level Knowledge Distillation. CoRR (2024)
Zeyu Xie, Baihan Li, Xuenan Xu, Zheng Liang, Kai Yu, Mengyue Wu
FakeSound: Deepfake General Audio Detection. CoRR (2024)
Yufei Wang, Mengyue Wu
Evaluation of data inconsistency for multi-modal sentiment analysis. CoRR (2024)
Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu
AudioTime: A Temporally-aligned Audio-text Benchmark Dataset. CoRR (2024)
Xingyuan Li, Sinong Wang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Phonetic and Lexical Discovery of a Canine Language using HuBERT. CoRR (2024)
Kunyao Lan, Cong Ming, Binwei Yao, Lu Chen, Mengyue Wu
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats. CoRR (2024)
Xuenan Xu, Zeyu Xie, Mengyue Wu, Kai Yu
Beyond the Status Quo: A Contemporary Survey of Advances and Challenges in Audio Captioning. IEEE ACM Trans. Audio Speech Lang. Process. 32 (2024)
Xuenan Xu, Xiaohang Xu, Zeyu Xie, Pingyue Zhang, Mengyue Wu, Kai Yu
A Detailed Audio-Text Data Simulation Pipeline Using Single-Event Sounds. ICASSP (2024)
Zeyu Xie, Baihan Li, Xuenan Xu, Mengyue Wu, Kai Yu
Enhancing Audio Generation Diversity with Visual Information. CoRR (2024)
Xiujie Song, Mengyue Wu, Kenny Q. Zhu, Chunhao Zhang, Yanyi Chen
A Cognitive Evaluation Benchmark of Image Reasoning and Description for Large Vision Language Models. CoRR (2024)
Baihan Li, Zeyu Xie, Xuenan Xu, Yiwei Guo, Ming Yan, Ji Zhang, Kai Yu, Mengyue Wu
DiveSound: LLM-Assisted Automatic Taxonomy Construction for Diverse Audio Generation. CoRR (2024)
Xuenan Xu, Xiaohang Xu, Zeyu Xie, Pingyue Zhang, Mengyue Wu, Kai Yu
A Detailed Audio-Text Data Simulation Pipeline using Single-Event Sounds. CoRR (2024)
Xuenan Xu, Mengyue Wu, Kai Yu
Investigating Pooling Strategies and Loss Functions for Weakly-Supervised Text-to-Audio Grounding via Contrastive Learning. ICASSP Workshops (2023)
Xuenan Xu, Zhiling Zhang, Zelin Zhou, Pingyue Zhang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data. ACM Multimedia (2023)
Hanxue Zhang, Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu
Improving Audio Caption Fluency with Automatic Error Correction. CoRR (2023)
Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu
Enhance Temporal Relations in Audio Captioning with Sound Event Detection. INTERSPEECH (2023)
Guangwei Li, Xuenan Xu, Lingfeng Dai, Mengyue Wu, Kai Yu
Diverse and Vivid Sound Generation from Text Descriptions. CoRR (2023)
Luoyi Sun, Xuenan Xu, Mengyue Wu, Weidi Xie
A Large-scale Dataset for Audio-Language Representation Learning. CoRR (2023)
Jieyi Huang, Chunhao Zhang, Yufei Wang, Mengyue Wu, Kenny Zhu
Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners. CoRR (2023)
Jieyi Huang, Chunhao Zhang, Mengyue Wu, Kenny Zhu
Transcribing Vocal Communications of Domestic Shiba lnu Dogs. ACL (Findings) (2023)
Zhiling Zhang, Mengyue Wu, Kenny Zhu
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. EMNLP (2023)
Guangwei Li, Xuenan Xu, Lingfeng Dai, Mengyue Wu, Kai Yu
Diverse and Vivid Sound Generation from Text Descriptions. ICASSP (2023)
Xuenan Xu, Zhiling Zhang, Zelin Zhou, Pingyue Zhang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
BLAT: Bootstrapping Language-Audio Pre-training based on AudioSet Tag-guided Synthetic Data. CoRR (2023)
Yufei Wang, Chunhao Zhang, Jieyi Huang, Mengyue Wu, Kenny Zhu
Towards Lexical Analysis of Dog Vocalizations via Online Videos. CoRR (2023)
Pingyue Zhang, Mengyue Wu, Kai Yu
ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection. INTERSPEECH (2023)
Siyuan Chen, Mengyue Wu, Kenny Q. Zhu, Kunyao Lan, Zhiling Zhang, Lyuchun Cui
LLM-empowered Chatbots for Psychiatrist and Patient Simulation: Application and Evaluation. CoRR (2023)
Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. CoRR (2023)
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. Trans. Assoc. Comput. Linguistics 11 (2023)
Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. EMNLP (2023)
Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu
Enhance Temporal Relations in Audio Captioning with Sound Event Detection. CoRR (2023)
Haoan Jin, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health. CoRR (2023)
Guangwei Li, Xuenan Xu, Mengyue Wu, Kai Yu
Navigating Audio-Visual Event Detection Across Mismatched Modalities. ICASSP (2022)
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
Audio-text Retrieval in Context. CoRR (2022)
Xuenan Xu, Mengyue Wu, Kai Yu
Diversity-Controllable and Accurate Audio Captioning Based on Neural Condition. ICASSP (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. IJCAI (2022)
Zhi Chen, Yuncong Liu, Lu Chen, Su Zhu, Mengyue Wu, Kai Yu
OPAL: Ontology-Aware Pretrained Language Model for End-to-End Task-Oriented Dialogue. CoRR (2022)
Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu
Audio-Text Retrieval in Context. ICASSP (2022)
Wen Wu, Mengyue Wu, Kai Yu
Climate and Weather: Inspecting Depression Detection via Emotion Recognition. CoRR (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. CoRR (2022)
Zhi Chen, Jijia Bao, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
DialogZoo: Large-Scale Dialog-Oriented Task Learning. CoRR (2022)
Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Can Audio Captions Be Evaluated With Image Caption Metrics? ICASSP (2022)
Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. CoRR (2022)
Binwei Yao, Chao Shi, Likai Zou, Lingfeng Dai, Mengyue Wu, Lu Chen, Zhen Wang, Kai Yu
D4: a Chinese Dialogue Dataset for Depression-Diagnosis-Oriented Chat. EMNLP (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. EMNLP (2022)
Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu
Symptom Identification for Interpretable Detection of Multiple Mental Disorders. CoRR (2022)
Guangwei Li, Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
Category-Adapted Sound Event Enhancement with Weakly Labeled Data. ICASSP (2022)
Wen Wu, Mengyue Wu, Kai Yu
Climate and Weather: Inspecting Depression Detection via Emotion Recognition. ICASSP (2022)
Xuenan Xu, Mengyue Wu, Kai Yu
A Comprehensive Survey of Automated Audio Captioning. CoRR (2022)
Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu
Can Audio Captions Be Evaluated with Image Caption Metrics? CoRR (2021)
Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CIKM (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events. ICASSP (2021)
Heinrich Dinkel, Shuai Wang, Xuenan Xu, Mengyue Wu, Kai Yu
Voice activity detection in the wild: A data-driven approach using teacher-student training. CoRR (2021)
Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CoRR (2021)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. ACL/IJCNLP (Findings) (2021)
Heinrich Dinkel, Mengyue Wu, Kai Yu
Towards Duration Robust Weakly Supervised Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning. ICASSP (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events. CoRR (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning. CoRR (2021)
Pingyue Zhang, Mengyue Wu, Heinrich Dinkel, Kai Yu
DEPA: Self-Supervised Audio Embedding for Depression Detection. ACM Multimedia (2021)
Heinrich Dinkel, Shuai Wang, Xuenan Xu, Mengyue Wu, Kai Yu
Voice Activity Detection in the Wild: A Data-Driven Approach Using Teacher-Student Training. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Heinrich Dinkel, Mengyue Wu, Kai Yu
Towards duration robust weakly supervised sound event detection. CoRR (2021)
Die Zhang, Hao Zhang, Huilin Zhou, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Mengyue Wu, Quanshi Zhang
Building Interpretable Interaction Trees for Deep NLP Models. AAAI (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
Audio Caption in a Car Setting with a Sentence-Level Loss. ISCSLP (2021)
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu
Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL. CoRR (2021)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
A Lightweight Framework for Online Voice Activity Detection in the Wild. Interspeech (2021)
Yefei Chen, Heinrich Dinkel, Mengyue Wu, Kai Yu
Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection. INTERSPEECH (2020)
Die Zhang, Huilin Zhou, Xiaoyi Bao, Da Huo, Ruizhao Chen, Xu Cheng, Hao Zhang, Mengyue Wu, Quanshi Zhang
Interpreting Hierarchical Linguistic Interactions in DNNs. CoRR (2020)
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin
Multiple Sound Sources Localization from Coarse to Fine. CoRR (2020)
Heinrich Dinkel, Yefei Chen, Mengyue Wu, Kai Yu
GPVAD: Towards noise robust voice activity detection via weakly supervised sound event detection. CoRR (2020)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
A CRNN-GRU Based Reinforcement Learning Approach to Audio Captioning. DCASE (2020)
Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin
Multiple Sound Sources Localization from Coarse to Fine. ECCV (20) (2020)
Heinrich Dinkel, Mengyue Wu, Kai Yu
Text-based Depression Detection: What Triggers An Alert. CoRR (2019)
Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu
What does a Car-ssette tape tell? CoRR (2019)
Heinrich Dinkel, Pingyue Zhang, Mengyue Wu, Kai Yu
Depa: Self-supervised audio embedding for depression detection. CoRR (2019)
Mengyue Wu, Heinrich Dinkel, Kai Yu
Audio Caption: Listen and Tell. ICASSP (2019)
Mengyue Wu, Heinrich Dinkel, Kai Yu
Audio Caption: Listen and Tell. CoRR (2019)
Mengyue Wu, Huabo Sun, Chun Wang, Binbin Lu
Detecting and Analysing Spatial-Temporal Aggregation of Flight Turbulence with the QAR Big Data. Geoinformatics (2018)
Mengyue Wu, Rikke L. Bundgaard-Nielsen, Brett Baker, Catherine T. Best, Janet Fletcher
Perception of Cantonese tones by Mandarin speakers. ICPhS (2015)
Zhihui Du, Sanli Li, Shuyou Li, Mengyue Wu, Jing Zhu
Massively Parallel Simulated Annealing Embedded with Downhill - A SPMD Algorithm for Cluster Computing. IWCC (1999)