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

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

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  1. Mixed Transformer U-Net for Medical Image Segmentation ↗Hongyi Wang, Shiao Xie, Lanfen Lin et al.383 citations
  2. AASIST: Audio Anti-Spoofing Using Integrated Spectro-Temporal Graph Attention Networks ↗Jee-weon Jung, Hee-Soo Heo, Hemlata Tak et al.373 citations
  3. Audioclip: Extending Clip to Image, Text and Audio ↗Andrey Guzhov, Federico Raue, Jorn Hees et al.301 citations
  4. HTS-AT: A Hierarchical Token-Semantic Audio Transformer for Sound Classification and Detection ↗Ke Chen, Xingjian Du, Bilei Zhu et al.269 citations
  5. MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations ↗Dou Hu, Xiaolong Hou, Lingwei Wei et al.242 citations
  6. Dnsmos P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors ↗Chandan K. A. Reddy, Vishak Gopal, Ross Cutler240 citations
  7. Quantum Long Short-Term Memory ↗Samuel Yen-Chi Chen, Shinjae Yoo, Yao-Lung L. Fang233 citations
  8. Deep Joint Source-Channel Coding for Wireless Image Transmission with Adaptive Rate Control ↗Mingyu Yang, Hun-Seok Kim189 citations
  9. Automatic Depression Detection: an Emotional Audio-Textual Corpus and A Gru/Bilstm-Based Model ↗Ying Shen, Huiyu Yang, Lin Lin185 citations
  10. Conditional Diffusion Probabilistic Model for Speech Enhancement ↗Yen-Ju Lu, Zhong-Qiu Wang, Shinji Watanabe et al.185 citations
  11. Wav2CLIP: Learning Robust Audio Representations from Clip ↗Ho-Hsiang Wu, Prem Seetharaman, Kundan Kumar et al.182 citations
  12. Speech Emotion Recognition with Co-Attention Based Multi-Level Acoustic Information ↗Heqing Zou, Yuke Si, Chen Chen et al.166 citations
  13. ADD 2022: the first Audio Deep Synthesis Detection Challenge ↗Jiangyan Yi, Ruibo Fu, Jianhua Tao et al.163 citations
  14. WENETSPEECH: A 10000+ Hours Multi-Domain Mandarin Corpus for Speech Recognition ↗Binbin Zhang, Hang Lv, Pengcheng Guo et al.155 citations
  15. Icassp 2022 Deep Noise Suppression Challenge ↗Harishchandra Dubey, Vishak Gopal, Ross Cutler et al.147 citations
  16. DPT-FSNet: Dual-Path Transformer Based Full-Band and Sub-Band Fusion Network for Speech Enhancement ↗Feng Dang, Hangting Chen, Pengyuan Zhang138 citations
  17. Generalization Ability of MOS Prediction Networks ↗Erica Cooper, Wen-Chin Huang, Tomoki Toda et al.135 citations
  18. Speech Emotion Recognition Using Self-Supervised Features ↗Edmilson Da Silva Morais, Ron Hoory, Weizhong Zhu et al.134 citations
  19. Confidence-Aware Multi-Teacher Knowledge Distillation ↗Hailin Zhang, Defang Chen, Can Wang127 citations
  20. TitaNet: Neural Model for Speaker Representation with 1D Depth-Wise Separable Convolutions and Global Context ↗Nithin Rao Koluguri, Taejin Park, Boris Ginsburg118 citations
  21. Distilhubert: Speech Representation Learning by Layer-Wise Distillation of Hidden-Unit Bert ↗Heng-Jui Chang, Shu-Wen Yang, Hung-yi Lee115 citations
  22. LIGHT-SERNET: A Lightweight Fully Convolutional Neural Network for Speech Emotion Recognition ↗Arya Aftab, Alireza Morsali, Shahrokh Ghaemmaghami et al.114 citations
  23. The Dawn of Quantum Natural Language Processing ↗R. Di Sipio, Jia-Hong Huang, Samuel Yen-Chi Chen et al.114 citations
  24. Deepfilternet: A Low Complexity Speech Enhancement Framework for Full-Band Audio Based On Deep Filtering ↗Hendrik Schröter, Alberto N. Escalante-B., Tobias Rosenkranz et al.112 citations
  25. FullSubNet+: Channel Attention Fullsubnet with Complex Spectrograms for Speech Enhancement ↗Jun Chen, Zilin Wang, Deyi Tuo et al.112 citations
  26. A Comparison of Discrete and Soft Speech Units for Improved Voice Conversion ↗Benjamin van Niekerk, Marc‐André Carbonneau, Julian Zaïdi et al.111 citations
  27. Torchaudio: Building Blocks for Audio and Speech Processing ↗Yao-Yuan Yang, Moto Hira, Zhaoheng Ni et al.110 citations
  28. Dual-Branch Attention-In-Attention Transformer for Single-Channel Speech Enhancement ↗Guochen Yu, Andong Li, Chengshi Zheng et al.109 citations
  29. Rawboost: A Raw Data Boosting and Augmentation Method Applied to Automatic Speaker Verification Anti-Spoofing ↗Hemlata Tak, Madhu R. Kamble, Jose Patino et al.109 citations
  30. Large-Scale Self-Supervised Speech Representation Learning for Automatic Speaker Verification ↗Zhengyang Chen, Sanyuan Chen, Yu Wu et al.108 citations
  31. Learning Semantic-Aligned Feature Representation for Text-Based Person Search ↗Shiping Li, Min Cao, Min Zhang106 citations
  32. FRCRN: Boosting Feature Representation Using Frequency Recurrence for Monaural Speech Enhancement ↗Shengkui Zhao, Bin Ma, Karn N. Watcharasupat et al.104 citations
  33. Fine-Tuning Wav2Vec2 for Speaker Recognition ↗Nik Vaessen, David A. van Leeuwen100 citations
  34. Quantum Federated Learning with Quantum Data ↗Mahdi M. Chehimi, Walid Saad100 citations
  35. The Vicomtech Audio Deepfake Detection System Based on Wav2vec2 for the 2022 ADD Challenge ↗Juan M. Martín-Doñas, Aitor Álvarez99 citations
  36. Watermarking Images in Self-Supervised Latent Spaces ↗Pierre Fernandez, Alexandre Sablayrolles, Teddy Furon et al.98 citations
  37. Anomalous Sound Detection Using Spectral-Temporal Information Fusion ↗Youde Liu, Jian Guan, Qiaoxi Zhu et al.96 citations
  38. M2Met: The Icassp 2022 Multi-Channel Multi-Party Meeting Transcription Challenge ↗Fan Yu, Shiliang Zhang, Yihui Fu et al.95 citations
  39. Eyes Tell All: Irregular Pupil Shapes Reveal GAN-Generated Faces ↗Guo Hui, Shu Hu, Xin Wang et al.94 citations
  40. Rate Coding Or Direct Coding: Which One Is Better For Accurate, Robust, And Energy-Efficient Spiking Neural Networks? ↗Youngeun Kim, Hyoungseob Park, Abhishek Moitra et al.87 citations
  41. Unispeech-Sat: Universal Speech Representation Learning With Speaker Aware Pre-Training ↗Sanyuan Chen, Yu Wu, Chengyi Wang et al.85 citations
  42. Key-Sparse Transformer for Multimodal Speech Emotion Recognition ↗Weidong Chen, Xiaofeng Xing, Xiangmin Xu et al.77 citations
  43. A Wavelet-Based Dual-Stream Network for Underwater Image Enhancement ↗Ziyin Ma, Changjae Oh75 citations
  44. A free lunch from ViT: adaptive attention multi-scale fusion Transformer for fine-grained visual recognition ↗Yuan Zhang, Jian Cao, Ling Zhang et al.75 citations
  45. FDSNeT: An Accurate Real-Time Surface Defect Segmentation Network ↗Jian Zhang, Runwei Ding, Miaoju Ban et al.75 citations
  46. MFA: TDNN with Multi-Scale Frequency-Channel Attention for Text-Independent Speaker Verification with Short Utterances ↗Tianchi Liu, Rohan Kumar Das, Kong Aik Lee et al.74 citations
  47. Unsupervised Contrastive Hashing for Cross-Modal Retrieval in Remote Sensing ↗Georgii Mikriukov, Mahdyar Ravanbakhsh, Begüm Demir74 citations
  48. Multi-ACCDOA: Localizing And Detecting Overlapping Sounds From The Same Class With Auxiliary Duplicating Permutation Invariant Training ↗Kazuki Shimada, Yuichiro Koyama, Shusuke Takahashi et al.72 citations
  49. Speech Denoising in the Waveform Domain With Self-Attention ↗Zhifeng Kong, Wei Ping, Ambrish Dantrey et al.72 citations
  50. Cross-Modal Knowledge Distillation in Multi-Modal Fake News Detection ↗Zimian Wei, Hengyue Pan, Linbo Qiao et al.69 citations
  51. ISTFTNET: Fast and Lightweight Mel-Spectrogram Vocoder Incorporating Inverse Short-Time Fourier Transform ↗Takuhiro Kaneko, Kou Tanaka, Hirokazu Kameoka et al.68 citations
  52. Underwater Image Enhancement Via Learning Water Type Desensitized Representations ↗Zhenqi Fu, Xiaopeng Lin, Wu Wang et al.68 citations
  53. Low Complexity Equalization for Afdm In Doubly Dispersive Channels ↗Ali Bemani, Nassar Ksairi, Marios Kountouris67 citations
  54. Federated Learning Challenges and Opportunities: An Outlook ↗Jie Ding, Eric W. Tramel, Anit Kumar Sahu et al.66 citations
  55. Speaker Normalization for Self-Supervised Speech Emotion Recognition ↗Itai Gat, Hagai Aronowitz, Weizhong Zhu et al.65 citations
  56. Deepfake Speech Detection Through Emotion Recognition: A Semantic Approach ↗Emanuele Conti, Davide Salvi, Clara Borrelli et al.64 citations
  57. Embedding and Beamforming: All-Neural Causal Beamformer for Multichannel Speech Enhancement ↗Andong Li, Wenzhe Liu, Chengshi Zheng et al.64 citations
  58. ICASSP 2022 Acoustic Echo Cancellation Challenge ↗Ross Cutler, Ando Saabas, Tanel Pärnamaa et al.63 citations
  59. FSOINET: Feature-Space Optimization-Inspired Network For Image Compressive Sensing ↗Wenjun Chen, Chunling Yang, Xin Yang62 citations
  60. Investigating Self-Supervised Learning for Speech Enhancement and Separation ↗Zili Huang, Shinji Watanabe, Shu-Wen Yang et al.62 citations
  61. Filteraugment: An Acoustic Environmental Data Augmentation Method ↗Hyeonuk Nam, Seong-Hu Kim, Yong‐Hwa Park61 citations
  62. Personalized speech enhancement: new models and Comprehensive evaluation ↗Şefik Emre Eskimez, Takuya Yoshioka, Huaming Wang et al.61 citations
  63. When BERT Meets Quantum Temporal Convolution Learning for Text Classification in Heterogeneous Computing ↗Chao-Han Huck Yang, Jun Qi, Samuel Yen-Chi Chen et al.61 citations
  64. MANNER: Multi-View Attention Network For Noise Erasure ↗Hyun Joon Park, Byung Ha Kang, Wooseok Shin et al.60 citations
  65. Self-Supervised Speaker Recognition with Loss-Gated Learning ↗Ruijie Tao, Kong Aik Lee, Rohan Kumar Das et al.60 citations
  66. VISinger: Variational Inference with Adversarial Learning for End-to-End Singing Voice Synthesis ↗Yongmao Zhang, Jian Cong, Heyang Xue et al.60 citations
  67. Simple Attention Module Based Speaker Verification with Iterative Noisy Label Detection ↗Xiaoyi Qin, Na Li, Chao Weng et al.59 citations
  68. Speech Emotion Recognition with Global-Aware Fusion on Multi-Scale Feature Representation ↗Wenjing Zhu, Xiang Li59 citations
  69. One TTS Alignment to Rule Them All ↗Rohan Badlani, Adrian Łańcucki, Kevin J. Shih et al.58 citations
  70. Training Strategies for Improved Lip-Reading ↗Pingchuan Ma, Yujiang Wang, Stavros Petridis et al.58 citations
  71. Efficient Adapter Transfer of Self-Supervised Speech Models for Automatic Speech Recognition ↗Bethan Thomas, Samuel Kessler, Salah A. Karout57 citations
  72. Fake Audio Detection Based On Unsupervised Pretraining Models ↗Zhiqiang Lv, Shanshan Zhang, Kai Tang et al.56 citations
  73. Real-Time Fall Detection Using Mmwave Radar ↗Wenxuan Li, Dongheng Zhang, Yadong Li et al.56 citations
  74. Wav2vec-Switch: Contrastive Learning from Original-Noisy Speech Pairs for Robust Speech Recognition ↗Yiming Wang, Jinyu Li, Heming Wang et al.55 citations
  75. Fusing ASR Outputs in Joint Training for Speech Emotion Recognition ↗Yuanchao Li, Peter Bell, Catherine Lai54 citations
  76. Multi-Lingual Multi-Task Speech Emotion Recognition Using wav2vec 2.0 ↗Mayank Sharma54 citations
  77. A Novel Micro-Expression Recognition Approach Using Attention-Based Magnification-Adaptive Networks ↗Mengting Wei, Wenming Zheng, Yuan Zong et al.53 citations
  78. Convmixer: Feature Interactive Convolution with Curriculum Learning for Small Footprint and Noisy Far-Field Keyword Spotting ↗Dianwen Ng, Yunqi Chen, Biao Tian et al.53 citations
  79. Multi-Scale Temporal Frequency Convolutional Network With Axial Attention for Speech Enhancement ↗Guochang Zhang, Libiao Yu, Chunliang Wang et al.53 citations
  80. TFPSNet: Time-Frequency Domain Path Scanning Network for Speech Separation ↗Lei Yang, Wei Liu, Weiqin Wang53 citations
  81. Are GAN-based morphs threatening face recognition? ↗Eklavya Sarkar, Pavel Korshunov, Laurent Colbois et al.52 citations
  82. LDNet: Unified Listener Dependent Modeling in MOS Prediction for Synthetic Speech ↗Wen-Chin Huang, Erica Cooper, Junichi Yamagishi et al.52 citations
  83. Uformer: A Unet Based Dilated Complex & Real Dual-Path Conformer Network for Simultaneous Speech Enhancement and Dereverberation ↗Yihui Fu, Yun Liu, Jingdong Li et al.52 citations
  84. Improving Bird Classification with Unsupervised Sound Separation ↗Tom Denton, Scott Wisdom, John R. Hershey51 citations
  85. Mmlatch: Bottom-Up Top-Down Fusion For Multimodal Sentiment Analysis ↗Georgios Paraskevopoulos, Efthymios Georgiou, Alexandras Potamianos51 citations
  86. Multiscale Crowd Counting and Localization By Multitask Point Supervision ↗Mohsen Zand, Haleh Damirchi, Andrew Farley et al.50 citations
  87. Self-Supervised Acoustic Anomaly Detection Via Contrastive Learning ↗Hadi Hojjati, Narges Armanfard50 citations
  88. Avqvc: One-Shot Voice Conversion By Vector Quantization With Applying Contrastive Learning ↗Huaizhen Tang, Xulong Zhang, Jianzong Wang et al.49 citations
  89. SLUE: New Benchmark Tasks For Spoken Language Understanding Evaluation on Natural Speech ↗Suwon Shon, Ankita Pasad, Felix Wu et al.49 citations
  90. Turn-to-Diarize: Online Speaker Diarization Constrained by Transformer Transducer Speaker Turn Detection ↗Wei Xia, Lu Han, Quan Wang et al.49 citations
  91. Classical-To-Quantum Transfer Learning for Spoken Command Recognition Based on Quantum Neural Networks ↗Jun Qi, Javier Tejedor48 citations
  92. Contextual Adapters for Personalized Speech Recognition in Neural Transducers ↗Kanthashree Mysore Sathyendra, Thejaswi Muniyappa, Feng-Ju Chang et al.48 citations
  93. ESPnet-SLU: Advancing Spoken Language Understanding Through ESPnet ↗Siddhant Arora, Siddharth Dalmia, Pavel Denisov et al.48 citations
  94. Transformer-Based Multi-Aspect Multi-Granularity Non-Native English Speaker Pronunciation AssessmentYuan Gong, Ziyi Chen, Iek-Heng Chu et al.48 citations · our summary
  95. A Lightweight Instrument-Agnostic Model for Polyphonic Note Transcription and Multipitch Estimation ↗Rachel Bittner, Juan J. Bosch, David Rubinstein et al.47 citations
  96. Deep Augmented Music Algorithm for Data-Driven Doa Estimation ↗Julian P. Merkofer, Guy Revach, Nir Shlezinger et al.47 citations
  97. TPARN: Triple-Path Attentive Recurrent Network for Time-Domain Multichannel Speech Enhancement ↗Ashutosh Pandey, Buye Xu, Anurag Kumar et al.47 citations
  98. NVC-Net: End-To-End Adversarial Voice Conversion ↗Bac Nguyen, Fabien Cardinaux46 citations
  99. S-DCCRN: Super Wide Band DCCRN with Learnable Complex Feature for Speech Enhancement ↗Shubo Lv, Yihui Fu, Mengtao Xing et al.46 citations
  100. Stgat-Mad : Spatial-Temporal Graph Attention Network For Multivariate Time Series Anomaly Detection ↗Jun Zhan, Siqi Wang, Xiandong Ma et al.46 citations

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