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IEEE International Conference on Acoustics Speech and Signal Processing 2022: all accepted papers

1,872 papers · page 2 of 19 · the most cited first · ← IEEE International Conference on Acoustics Speech and Signal Processing 2022

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  1. Threshold Independent Evaluation of Sound Event Detection Scores ↗Janek Ebbers, Reinhold Haeb‐Umbach, Romain Serizel46 citations
  2. AECMOS: A Speech Quality Assessment Metric for Echo Impairment ↗Marju Purin, Sten Sootla, Mateja Sponza et al.45 citations
  3. Infant Crying Detection In Real-World Environments ↗Xuewen Yao, Megan Micheletti, Mckensey Johnson et al.45 citations
  4. L3DAS22 Challenge: Learning 3D Audio Sources in a Real Office Environment ↗Eric Guizzo, Christian Marinoni, Marco Pennese et al.45 citations
  5. Learning Task-Specific Representation for Video Anomaly Detection with Spatial-Temporal Attention ↗Yang Liu, Jing Liu, Xiaoguang Zhu et al.45 citations
  6. Simplicial Convolutional Neural Networks ↗Maosheng Yang, Elvin Isufi, Geert J. T. Leus45 citations
  7. Towards Learning Universal Audio Representations ↗Luyu Wang, Pauline Luc, Yan Wu et al.45 citations
  8. EMOQ-TTS: Emotion Intensity Quantization for Fine-Grained Controllable Emotional Text-to-Speech ↗Chae-Bin Im, Sang-Hoon Lee, Seung-Bin Kim et al.44 citations
  9. Is Cross-Attention Preferable to Self-Attention for Multi-Modal Emotion Recognition? ↗Vandana Rajan, Alessio Brutti, Andrea Cavallaro44 citations
  10. Optm3sec: Optimizing Multicast Irs-Aided Multiantenna Dfrc Secrecy Channel With Multiple Eavesdroppers ↗Kumar Vijay Mishra, Arpan Chattopadhyay, Siddharth Sankar Acharjee et al.44 citations
  11. The First Multimodal Information Based Speech Processing (Misp) Challenge: Data, Tasks, Baselines And Results ↗Hang Chen, Hengshun Zhou, Jun Du et al.44 citations
  12. A Pre-Trained Audio-Visual Transformer for Emotion Recognition ↗Minh Tam Tran, Mohammad Soleymani43 citations
  13. Interactive Feature Fusion for End-to-End Noise-Robust Speech Recognition ↗Yu‐Chen Hu, Nana Hou, Chen Chen et al.43 citations
  14. Efficient Universal Shuffle Attack for Visual Object Tracking ↗Siao Liu, Zhaoyu Chen, Wei Li et al.42 citations
  15. Integrated Sensing and Communications Via 5G NR Waveform: Performance Analysis ↗Yuanhao Cui, Xiaojun Jing, Junsheng Mu42 citations
  16. MetricGAN-U: Unsupervised Speech Enhancement/ Dereverberation Based Only on Noisy/ Reverberated Speech ↗Szu‐Wei Fu, Cheng Yu, Kuo-Hsuan Hung et al.42 citations
  17. Multi-Channel Attentive Graph Convolutional Network with Sentiment Fusion for Multimodal Sentiment Analysis ↗Luwei Xiao, Xingjiao Wu, Wen Wu et al.42 citations
  18. Vocalsound: A Dataset for Improving Human Vocal Sounds Recognition ↗Yuan Gong, Jin Yu, James Glass42 citations
  19. A Dynamic Reweighting Strategy For Fair Federated Learning ↗Zhiyuan Zhao, Gauri Joshi41 citations
  20. Fast-Rir: Fast Neural Diffuse Room Impulse Response Generator ↗Anton Jeran Ratnarajah, Shixiong Zhang, Meng Yu et al.41 citations
  21. LiteHAR: Lightweight Human Activity Recognition from WIFI Signals with Random Convolution Kernels ↗Hojjat Salehinejad, Shahrokh Valaee41 citations
  22. SALSA-Lite: A Fast and Effective Feature for Polyphonic Sound Event Localization and Detection with Microphone Arrays ↗Thi Ngoc Tho Nguyen, Douglas L. Jones, Karn N. Watcharasupat et al.41 citations
  23. Double-RIS Versus Single-RIS Aided Systems: Tensor-Based Mimo Channel Estimation and Design Perspectives ↗Khaled Ardah, Sepideh Gherekhloo, André L. F. de Almeida et al.40 citations
  24. Phone-to-Audio Alignment without Text: A Semi-Supervised Approach ↗Jian Ying Zhu, Cong Zhang, David Jurgens40 citations
  25. TEA-PSE: Tencent-Ethereal-Audio-Lab Personalized Speech Enhancement System for ICASSP 2022 DNS Challenge ↗Yukai Ju, Wei Rao, Xiaopeng Yan et al.40 citations
  26. Emotionflow: Capture the Dialogue Level Emotion Transitions ↗Xiaohui Song, Liangjun Zang, Rong Zhang et al.39 citations
  27. FastAudio: A Learnable Audio Front-End For Spoof Speech Detection ↗Quchen Fu, Zhongwei Teng, Jules White et al.39 citations
  28. Representation Learning Through Cross-Modal Conditional Teacher-Student Training For Speech Emotion Recognition ↗Sundararajan Srinivasan, Zhaocheng Huang, Katrin Kirchhoff39 citations
  29. S3T: Self-Supervised Pre-Training with Swin Transformer For Music Classification ↗Hang Zhao, Chen Zhang, Bilei Zhu et al.39 citations
  30. Towards Measuring Fairness in Speech Recognition: Casual Conversations Dataset Transcriptions ↗Chunxi Liu, Michael Picheny, Leda Sarı et al.39 citations
  31. AISHELL-NER: Named Entity Recognition from Chinese Speech ↗Boli Chen, Guangwei Xu, Xiaobin Wang et al.38 citations
  32. AuxFormer: Robust Approach to Audiovisual Emotion Recognition ↗Lucas Goncalves, Carlos Busso38 citations
  33. Cross-Modal Knowledge Distillation For Vision-To-Sensor Action Recognition ↗Jianyuan Ni, Raunak Sarbajna, Yang Liu et al.38 citations
  34. End-to-End Speech Recognition from Federated Acoustic Models ↗Yan Gao, Titouan Parcollet, Salah Zaiem et al.38 citations
  35. Joint Temporal Convolutional Networks and Adversarial Discriminative Domain Adaptation for EEG-Based Cross-Subject Emotion Recognition ↗Zhipeng He, Yongshi Zhong, Jiahui Pan38 citations
  36. Synthesizing Dysarthric Speech Using Multi-Speaker Tts For Dysarthric Speech Recognition ↗Mohammad Soleymanpour, Michael T. Johnson, Rahim Soleymanpour et al.38 citations
  37. A Domain Transfer Based Data Augmentation Method for Automated Respiratory Classification ↗Zijie Wang, Zhao Wang37 citations
  38. Joint Unsupervised and Supervised Training for Multilingual ASR ↗Junwen Bai, Bo Li, Yu Zhang et al.37 citations
  39. Memobert: Pre-Training Model with Prompt-Based Learning for Multimodal Emotion Recognition ↗Jinming Zhao, Ruichen Li, Qin Jin et al.37 citations
  40. RescoreBERT: Discriminative Speech Recognition Rescoring With Bert ↗Liyan Xu, Yile Gu, Jari Kolehmainen et al.37 citations
  41. Transcribe-to-Diarize: Neural Speaker Diarization for Unlimited Number of Speakers Using End-to-End Speaker-Attributed ASR ↗Naoyuki Kanda, Xiong Xiao, Yashesh Gaur et al.37 citations
  42. Attention-Based Dual-Stream Vision Transformer for Radar Gait Recognition ↗Shiliang Chen, Wentao He, Jianfeng Ren et al.36 citations
  43. Improved Language Identification Through Cross-Lingual Self-Supervised Learning ↗Andros Tjandra, Diptanu Gon Choudhury, Frank Zhang et al.35 citations
  44. Melons: Generating Melody With Long-Term Structure Using Transformers And Structure Graph ↗Yi Feng Zou, Pei Zou, Yi Zhao et al.35 citations
  45. Modeling Beats and Downbeats with a Time-Frequency Transformer ↗Yun-Ning Amy Hung, Ju-Chiang Wang, Xuchen Song et al.35 citations
  46. Multi-View Self-Attention Based Transformer for Speaker Recognition ↗Rui Wang, Junyi Ao, Long Zhou et al.35 citations
  47. OPTE: Online Per-Title Encoding for Live Video Streaming ↗Vignesh V Menon, Hadi Amirpour, M. Ghanbari et al.35 citations
  48. SpeechSplit2.0: Unsupervised Speech Disentanglement for Voice Conversion without Tuning Autoencoder Bottlenecks ↗Chak Ho Chan, Kaizhi Qian, Yang Zhang et al.35 citations
  49. Fusion and Orthogonal Projection for Improved Face-Voice Association ↗Muhammad Saad Saeed, Muhammad Haris Khan, Shah Nawaz et al.34 citations
  50. Tunet: A Block-Online Bandwidth Extension Model Based On Transformers And Self-Supervised Pretraining ↗Viet-Anh Nguyen, Anh H. T. Nguyen, Andy W. H. Khong34 citations
  51. A Noise-Robust Self-Supervised Pre-Training Model Based Speech Representation Learning for Automatic Speech Recognition ↗Qiushi Zhu, Jie Zhang, Ziqiang Zhang et al.33 citations
  52. Accurate and Resource-Efficient Lipreading with Efficientnetv2 and Transformers ↗Alexandros Koumparoulis, Gerasimos Potamianos33 citations
  53. Fraug: A Frame Rate Based Data Augmentation Method for Depression Detection from Speech Signals ↗Vijay Ravi, Jinhan Wang, Jonathan Flint et al.33 citations
  54. Noise-Robust Speech Recognition With 10 Minutes Unparalleled In-Domain Data ↗Chen Chen, Nana Hou, Yuchen Hu et al.33 citations
  55. Privacy-Aware Communication over a Wiretap Channel with Generative Networks ↗Ecenaz Erdemir, Pier Luigi Dragotti, Denız Gündüz33 citations
  56. Text2video: Text-Driven Talking-Head Video Synthesis with Personalized Phoneme - Pose Dictionary ↗Sibo Zhang, Jiahong Yuan, Miao Liao et al.33 citations
  57. The Cocktail Fork Problem: Three-Stem Audio Separation for Real-World Soundtracks ↗Darius Petermann, Gordon Wichern, Zhong-Qiu Wang et al.33 citations
  58. Economics of Semantic Communication System in Wireless Powered Internet of Things ↗Zi Qin Liew, Yanyu Cheng, Wei Yang Bryan Lim et al.32 citations
  59. Explaining Deep Learning Models for Spoofing and Deepfake Detection with Shapley Additive Explanations ↗Wanying Ge, Jose Patino, Massimiliano Todisco et al.32 citations
  60. Fine-Grained Style Control In Transformer-Based Text-To-Speech Synthesis ↗Liwei Chen, Alexander I. Rudnicky32 citations
  61. Look, Listen and Pay More Attention: Fusing Multi-Modal Information for Video Violence Detection ↗Donglai Wei, Chengeng Liu, Yang Liu et al.32 citations
  62. SERAB: A Multi-Lingual Benchmark for Speech Emotion Recognition ↗Neil Scheidwasser, Mikolaj Kegler, Pierre Beckmann et al.32 citations
  63. Safeguarding UAV Networks through Integrated Sensing, Jamming, and Communications ↗Zhiqiang Wei, Fan Liu, Derrick Wing Kwan Ng et al.32 citations
  64. VarArray: Array-Geometry-Agnostic Continuous Speech Separation ↗Takuya Yoshioka, Xiaofei Wang, Dongmei Wang et al.32 citations
  65. Dysfluency Classification in Stuttered Speech Using Deep Learning for Real-Time Applications ↗Mélanie Jouaiti, Kerstin Dautenhahn31 citations
  66. Multimodal Transformer with Learnable Frontend and Self Attention for Emotion Recognition ↗Soumya Dutta, Sriram Ganapathy31 citations
  67. Time-Frequency Attention for Monaural Speech Enhancement ↗Qiquan Zhang, Qi Song, Zhaoheng Ni et al.31 citations
  68. Underwater Small Target Detection Based on Deformable Convolutional Pyramid ↗Shuhan Qi, Jianjun Du, Mingyan Wu et al.31 citations
  69. Universal Paralinguistic Speech Representations Using self-Supervised Conformers ↗Joel Shor, Aren Jansen, Wei Han et al.31 citations
  70. Automatic Respiratory Sound Classification Via Multi-Branch Temporal Convolutional Network ↗Ziping Zhao, Zhen Gong, Mingyue Niu et al.30 citations
  71. Deep Spatio-Temporal Wind Power Forecasting ↗Jiangyuan Li, Mohammadreza Armandpour30 citations
  72. Gradient Variance Loss for Structure-Enhanced Image Super-Resolution ↗Lusine Abrahamyan, Anh Minh Truong, Wilfried R. Philips et al.30 citations
  73. Improving CTC-Based Speech Recognition Via Knowledge Transferring from Pre-Trained Language Models ↗Keqi Deng, Songjun Cao, Yike Zhang et al.30 citations
  74. Joint Multiple Intent Detection and Slot Filling Via Self-Distillation ↗Lisong Chen, Peilin Zhou, Yuexian Zou30 citations
  75. L-SpEx: Localized Target Speaker Extraction ↗Meng Ge, Chenglin Xu, Longbiao Wang et al.30 citations
  76. Non-Invasive Blood Pressure Monitoring with Multi-Modal In-Ear Sensing ↗Hoang Truong, Alessandro Montanari, Fahim Kawsar30 citations
  77. Residual Recovery Algorithm for Modulo Sampling ↗Eyar Azar, Satish Mulleti, Yonina C. Eldar30 citations
  78. S3PRL-VC: Open-Source Voice Conversion Framework with Self-Supervised Speech Representations ↗Wen-Chin Huang, Shu-Wen Yang, Tomoki Hayashi et al.30 citations
  79. SRP-DNN: Learning Direct-Path Phase Difference for Multiple Moving Sound Source Localization ↗Bing Yang, Hong Liu, Xiaofei Li30 citations
  80. Sar-Shipnet: Sar-Ship Detection Neural Network via Bidirectional Coordinate Attention and Multi-Resolution Feature Fusion ↗Yuwen Deng, Donghai Guan, Yanyu Chen et al.30 citations
  81. Self-Supervised Speaker Verification with Simple Siamese Network and Self-Supervised Regularization ↗Mufan Sang, Haoqi Li, Fang Liu et al.30 citations
  82. Signal Processing On Cell Complexes ↗T. Mitchell Roddenberry, Michael T. Schaub, Mustafa Hajij30 citations
  83. Temporal Dynamic Convolutional Neural Network for Text-Independent Speaker Verification and Phonemic Analysis ↗Seong-Hu Kim, Hyeonuk Nam, Yong‐Hwa Park30 citations
  84. An Efficient DP-SGD Mechanism for Large Scale NLU Models ↗Christophe Dupuy, Radhika Arava, Rahul Gupta et al.29 citations
  85. Anno-MI: A Dataset of Expert-Annotated Counselling Dialogues ↗Zixiu Wu, Simone Balloccu, Vivek Kumar et al.29 citations
  86. Factorized Neural Transducer for Efficient Language Model Adaptation ↗Xie Chen, Zhong Meng, Sarangarajan Parthasarathy et al.29 citations
  87. Learning Sound Localization Better from Semantically Similar Samples ↗Arda Senocak, Hyeonggon Ryu, Junsik Kim et al.29 citations
  88. MBNet: A Multi-Resolution Branch Network for Semantic Segmentation Of Ultra-High Resolution Images ↗Lianlei Shan, Weiqiang Wang29 citations
  89. Massively Multilingual ASR: A Lifelong Learning Solution ↗Bo Li, Ruoming Pang, Yu Zhang et al.29 citations
  90. Multi-Task Deep Residual Echo Suppression with Echo-Aware Loss ↗Shimin Zhang, Ziteng Wang, Jiayao Sun et al.29 citations
  91. News Recommendation Via Multi-Interest News Sequence Modelling ↗Rongyao Wang, Shoujin Wang, Wenpeng Lü et al.29 citations
  92. Pair-Level Supervised Contrastive Learning for Natural Language Inference ↗Shuang Li, Xuming Hu, Li Lin et al.29 citations
  93. Partially Fake Audio Detection by Self-Attention-Based Fake Span Discovery ↗Haibin Wu, Heng-Cheng Kuo, Naijun Zheng et al.29 citations
  94. Performance Optimization for Wireless Semantic Communications over Energy Harvesting Networks ↗Mingzhe Chen, Yining Wang, H. Vincent Poor29 citations
  95. Personalized Automatic Speech Recognition Trained on Small Disordered Speech Datasets ↗Jimmy Tobin, Katrin Tomanek29 citations
  96. Robust Disentangled Variational Speech Representation Learning for Zero-Shot Voice Conversion ↗Jiachen Lian, Chunlei Zhang, Dong Yu29 citations
  97. Audio-Text Retrieval in Context ↗Siyu Lou, Xuenan Xu, Mengyue Wu et al.28 citations
  98. Deep Object Detection with Example Attribute Based Prediction Modulation ↗Zhihao Wu, Chengliang Liu, Chao Huang et al.28 citations
  99. Distributed Image Transmission Using Deep Joint Source-Channel Coding ↗Sixian Wang, Ke Yang, Jincheng Dai et al.28 citations
  100. Domain-Invariant Representation Learning from EEG with Private Encoders ↗David Bethge, Philipp Hallgarten, Tobias Große-Puppendahl et al.28 citations

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