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2020 – today
- 2024
[j5]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: 95-112 (2024)- [j4]Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu:
Towards Weakly Supervised Text-to-Audio Grounding. IEEE Trans. Multim. 26: 11126-11138 (2024) - [c41]Pingyue Zhang, Mengyue Wu:
Multi-Label Supervised Contrastive Learning. AAAI 2024: 16786-16793 - [c40]Zhige Huang, Haoan Jin, Mengyue Wu, Kenny Q. Zhu:
Automatic Reconstruction of Ancient Chinese Pronunciations. EMNLP (Findings) 2024: 5689-5698 - [c39]Theron Wang, Xingyuan Li, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu:
Phonetic and Lexical Discovery of Canine Vocalization. EMNLP (Findings) 2024: 13972-13983 - [c38]Zeyu Xie, Baihan Li, Xuenan Xu, Mengyue Wu, Kai Yu:
Enhancing Audio Generation Diversity with Visual Information. ICASSP 2024: 866-870 - [c37]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: 1091-1095 - [c36]Pingyue Zhang, Mengyue Wu, Kai Yu:
Semantic-Enhanced Supervised Contrastive Learning. ICASSP 2024: 6030-6034 - [c35]Xuenan Xu, Arshdeep Singh, Mengyue Wu, Wenwu Wang, Mark D. Plumbley:
Investigating Passive Filter Pruning for Efficient CNN-Transformer Audio Captioning. MLSP 2024: 1-6 - [c34]Luoyi Sun, Xuenan Xu, Mengyue Wu, Weidi Xie:
Auto-ACD: A Large-scale Dataset for Audio-Language Representation Learning. ACM Multimedia 2024: 5025-5034 - [c33]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: 5472-5487 - [i49]Xuenan Xu, Ziyang Ma, Mengyue Wu, Kai Yu:
Towards Weakly Supervised Text-to-Audio Grounding. CoRR abs/2401.02584 (2024) - [i48]Xingyuan Li, Sinong Wang, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Phonetic and Lexical Discovery of a Canine Language using HuBERT. CoRR abs/2402.15985 (2024) - [i47]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 abs/2402.18409 (2024) - [i46]Zeyu Xie, Baihan Li, Xuenan Xu, Mengyue Wu, Kai Yu:
Enhancing Audio Generation Diversity with Visual Information. CoRR abs/2403.01278 (2024) - [i45]Xuenan Xu, Xiaohang Xu, Zeyu Xie, Pingyue Zhang, Mengyue Wu, Kai Yu:
A Detailed Audio-Text Data Simulation Pipeline using Single-Event Sounds. CoRR abs/2403.04594 (2024) - [i44]Kunyao Lan, Cong Ming, Binwei Yao, Lu Chen, Mengyue Wu:
Towards Reliable and Empathetic Depression-Diagnosis-Oriented Chats. CoRR abs/2404.05012 (2024) - [i43]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 abs/2405.00233 (2024) - [i42]Yufei Wang, Mengyue Wu:
Evaluation of data inconsistency for multi-modal sentiment analysis. CoRR abs/2406.03004 (2024) - [i41]Zeyu Xie, Baihan Li, Xuenan Xu, Zheng Liang, Kai Yu, Mengyue Wu:
FakeSound: Deepfake General Audio Detection. CoRR abs/2406.08052 (2024) - [i40]Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu:
AudioTime: A Temporally-aligned Audio-text Benchmark Dataset. CoRR abs/2407.02857 (2024) - [i39]Zeyu Xie, Xuenan Xu, Zhizheng Wu, Mengyue Wu:
PicoAudio: Enabling Precise Timestamp and Frequency Controllability of Audio Events in Text-to-audio Generation. CoRR abs/2407.02869 (2024) - [i38]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 abs/2407.13198 (2024) - [i37]Xuenan Xu, Haohe Liu, Mengyue Wu, Wenwu Wang, Mark D. Plumbley:
Efficient Audio Captioning with Encoder-Level Knowledge Distillation. CoRR abs/2407.14329 (2024) - [i36]Xuenan Xu, Pingyue Zhang, Ming Yan, Ji Zhang, Mengyue Wu:
Enhancing Zero-shot Audio Classification using Sound Attribute Knowledge from Large Language Models. CoRR abs/2407.14355 (2024) - [i35]Kunyao Lan, Bingui Jin, Zichen Zhu, Siyuan Chen, Shu Zhang, Kenny Q. Zhu, Mengyue Wu:
Depression Diagnosis Dialogue Simulation: Self-improving Psychiatrist with Tertiary Memory. CoRR abs/2409.15084 (2024) - [i34]Siyuan Chen, Cong Ming, Zhiling Zhang, Yanyi Chen, Kenny Q. Zhu, Mengyue Wu:
Mixed Chain-of-Psychotherapies for Emotional Support Chatbot. CoRR abs/2409.19533 (2024) - [i33]Xun Jiang, Feng Li, Han Zhao, Jiaying Wang, Jun Shao, Shihao Xu, Shu Zhang, Weiling Chen, Xavier Tang, Yize Chen, Mengyue Wu, Weizhi Ma, Mengdi Wang, Tianqiao Chen:
Long Term Memory: The Foundation of AI Self-Evolution. CoRR abs/2410.15665 (2024) - 2023
- [j3]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: 68-84 (2023) - [c32]Jieyi Huang, Chunhao Zhang, Mengyue Wu, Kenny Q. Zhu:
Transcribing Vocal Communications of Domestic Shiba lnu Dogs. ACL (Findings) 2023: 13819-13832 - [c31]Siyuan Chen, Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Detection of Multiple Mental Disorders from Social Media with Two-Stream Psychiatric Experts. EMNLP 2023: 9071-9084 - [c30]Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. EMNLP 2023: 13230-13243 - [c29]Guangwei Li, Xuenan Xu, Lingfeng Dai, Mengyue Wu, Kai Yu:
Diverse and Vivid Sound Generation from Text Descriptions. ICASSP 2023: 1-5 - [c28]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: 1-5 - [c27]Pingyue Zhang, Mengyue Wu, Kai Yu:
ReCLR: Reference-Enhanced Contrastive Learning of Audio Representation for Depression Detection. INTERSPEECH 2023: 2998-3002 - [c26]Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu:
Enhance Temporal Relations in Audio Captioning with Sound Event Detection. INTERSPEECH 2023: 4179-4183 - [c25]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: 2756-2764 - [i32]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 abs/2303.07902 (2023) - [i31]Guangwei Li, Xuenan Xu, Lingfeng Dai, Mengyue Wu, Kai Yu:
Diverse and Vivid Sound Generation from Text Descriptions. CoRR abs/2305.01980 (2023) - [i30]Zhiling Zhang, Mengyue Wu, Kenny Q. Zhu:
Semantic Space Grounded Weighted Decoding for Multi-Attribute Controllable Dialogue Generation. CoRR abs/2305.02820 (2023) - [i29]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 abs/2305.13614 (2023) - [i28]Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu:
Enhance Temporal Relations in Audio Captioning with Sound Event Detection. CoRR abs/2306.01533 (2023) - [i27]Hanxue Zhang, Zeyu Xie, Xuenan Xu, Mengyue Wu, Kai Yu:
Improving Audio Caption Fluency with Automatic Error Correction. CoRR abs/2306.10090 (2023) - [i26]Luoyi Sun, Xuenan Xu, Mengyue Wu, Weidi Xie:
A Large-scale Dataset for Audio-Language Representation Learning. CoRR abs/2309.11500 (2023) - [i25]Jieyi Huang, Chunhao Zhang, Yufei Wang, Mengyue Wu, Kenny Q. Zhu:
Does My Dog "Speak" Like Me? The Acoustic Correlation between Pet Dogs and Their Human Owners. CoRR abs/2309.13085 (2023) - [i24]Yufei Wang, Chunhao Zhang, Jieyi Huang, Mengyue Wu, Kenny Q. Zhu:
Towards Lexical Analysis of Dog Vocalizations via Online Videos. CoRR abs/2309.13086 (2023) - [i23]Haoan Jin, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
PsyEval: A Comprehensive Large Language Model Evaluation Benchmark for Mental Health. CoRR abs/2311.09189 (2023) - 2022
- [c24]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: 2438-2459 - [c23]Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Symptom Identification for Interpretable Detection of Multiple Mental Disorders on Social Media. EMNLP 2022: 9970-9985 - [c22]Guangwei Li, Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
Category-Adapted Sound Event Enhancement with Weakly Labeled Data. ICASSP 2022: 851-855 - [c21]Xuenan Xu, Mengyue Wu, Kai Yu:
Diversity-Controllable and Accurate Audio Captioning Based on Neural Condition. ICASSP 2022: 971-975 - [c20]Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Can Audio Captions Be Evaluated With Image Caption Metrics? ICASSP 2022: 981-985 - [c19]Guangwei Li, Xuenan Xu, Mengyue Wu, Kai Yu:
Navigating Audio-Visual Event Detection Across Mismatched Modalities. ICASSP 2022: 1975-1979 - [c18]Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu:
Audio-Text Retrieval in Context. ICASSP 2022: 4793-4797 - [c17]Wen Wu, Mengyue Wu, Kai Yu:
Climate and Weather: Inspecting Depression Detection via Emotion Recognition. ICASSP 2022: 6262-6266 - [c16]Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. IJCAI 2022: 5220-5226 - [i22]Siyu Lou, Xuenan Xu, Mengyue Wu, Kai Yu:
Audio-text Retrieval in Context. CoRR abs/2203.13645 (2022) - [i21]Wen Wu, Mengyue Wu, Kai Yu:
Climate and Weather: Inspecting Depression Detection via Emotion Recognition. CoRR abs/2204.14099 (2022) - [i20]Xuenan Xu, Mengyue Wu, Kai Yu:
A Comprehensive Survey of Automated Audio Captioning. CoRR abs/2205.05357 (2022) - [i19]Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Psychiatric Scale Guided Risky Post Screening for Early Detection of Depression. CoRR abs/2205.09497 (2022) - [i18]Zhiling Zhang, Siyuan Chen, Mengyue Wu, Kenny Q. Zhu:
Symptom Identification for Interpretable Detection of Multiple Mental Disorders. CoRR abs/2205.11308 (2022) - [i17]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 abs/2205.11764 (2022) - [i16]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 abs/2205.12662 (2022) - [i15]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 abs/2209.04595 (2022) - 2021
- [j2]Heinrich Dinkel, Mengyue Wu, Kai Yu:
Towards Duration Robust Weakly Supervised Sound Event Detection. IEEE ACM Trans. Audio Speech Lang. Process. 29: 887-900 (2021) - [j1]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: 1542-1555 (2021) - [c15]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: 14328-14337 - [c14]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: 3063-3074 - [c13]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: 3652-3656 - [c12]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events. ICASSP 2021: 606-610 - [c11]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu:
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning. ICASSP 2021: 905-909 - [c10]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
A Lightweight Framework for Online Voice Activity Detection in the Wild. Interspeech 2021: 371-375 - [c9]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
Audio Caption in a Car Setting with a Sentence-Level Loss. ISCSLP 2021: 1-5 - [c8]Pingyue Zhang, Mengyue Wu, Heinrich Dinkel, Kai Yu:
DEPA: Self-Supervised Audio Embedding for Depression Detection. ACM Multimedia 2021: 135-143 - [i14]Heinrich Dinkel, Mengyue Wu, Kai Yu:
Towards duration robust weakly supervised sound event detection. CoRR abs/2101.07687 (2021) - [i13]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Zeyu Xie, Kai Yu:
Investigating Local and Global Information for Automated Audio Captioning with Transfer Learning. CoRR abs/2102.11457 (2021) - [i12]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
Text-to-Audio Grounding: Building Correspondence Between Captions and Sound Events. CoRR abs/2102.11474 (2021) - [i11]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 abs/2105.04065 (2021) - [i10]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 abs/2106.02282 (2021) - [i9]Zhiling Zhang, Zelin Zhou, Haifeng Tang, Guangwei Li, Mengyue Wu, Kenny Q. Zhu:
Enriching Ontology with Temporal Commonsense for Low-Resource Audio Tagging. CoRR abs/2110.01009 (2021) - [i8]Zelin Zhou, Zhiling Zhang, Xuenan Xu, Zeyu Xie, Mengyue Wu, Kenny Q. Zhu:
Can Audio Captions Be Evaluated with Image Caption Metrics? CoRR abs/2110.04684 (2021) - 2020
- [c7]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
A CRNN-GRU Based Reinforcement Learning Approach to Audio Captioning. DCASE 2020: 225-229 - [c6]Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin:
Multiple Sound Sources Localization from Coarse to Fine. ECCV (20) 2020: 292-308 - [c5]Yefei Chen, Heinrich Dinkel, Mengyue Wu, Kai Yu:
Voice Activity Detection in the Wild via Weakly Supervised Sound Event Detection. INTERSPEECH 2020: 3665-3669 - [i7]Heinrich Dinkel, Yefei Chen, Mengyue Wu, Kai Yu:
GPVAD: Towards noise robust voice activity detection via weakly supervised sound event detection. CoRR abs/2003.12222 (2020) - [i6]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 abs/2007.04298 (2020) - [i5]Rui Qian, Di Hu, Heinrich Dinkel, Mengyue Wu, Ning Xu, Weiyao Lin:
Multiple Sound Sources Localization from Coarse to Fine. CoRR abs/2007.06355 (2020)
2010 – 2019
- 2019
- [c4]Mengyue Wu, Heinrich Dinkel, Kai Yu:
Audio Caption: Listen and Tell. ICASSP 2019: 830-834 - [i4]Mengyue Wu, Heinrich Dinkel, Kai Yu:
Audio Caption: Listen and Tell. CoRR abs/1902.09254 (2019) - [i3]Heinrich Dinkel, Mengyue Wu, Kai Yu:
Text-based Depression Detection: What Triggers An Alert. CoRR abs/1904.05154 (2019) - [i2]Xuenan Xu, Heinrich Dinkel, Mengyue Wu, Kai Yu:
What does a Car-ssette tape tell? CoRR abs/1905.13448 (2019) - [i1]Heinrich Dinkel, Pingyue Zhang, Mengyue Wu, Kai Yu:
Depa: Self-supervised audio embedding for depression detection. CoRR abs/1910.13028 (2019) - 2018
- [c3]Mengyue Wu, Huabo Sun, Chun Wang, Binbin Lu:
Detecting and Analysing Spatial-Temporal Aggregation of Flight Turbulence with the QAR Big Data. Geoinformatics 2018: 1-6 - 2015
- [c2]Mengyue Wu, Rikke L. Bundgaard-Nielsen, Brett Baker, Catherine T. Best, Janet Fletcher:
Perception of Cantonese tones by Mandarin speakers. ICPhS 2015
Coauthor Index
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