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

1,872 papers · page 3 of 19 · the most cited first · ← IEEE International Conference on Acoustics Speech and Signal Processing 2022

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  1. Effect of Noise Suppression Losses on Speech Distortion and ASR Performance ↗Sebastian Braun, Hannes Gamper28 citations
  2. Gradient-Weighted Class Activation Mapping for Spatio Temporal Graph Convolutional Network ↗Pratyusha Das, Antonio Ortega28 citations
  3. Image Steganalysis with Convolutional Vision Transformer ↗Ge Luo, Wei Ping, Shuwen Zhu et al.28 citations
  4. Improving Noise Robustness of Contrastive Speech Representation Learning with Speech Reconstruction ↗Heming Wang, Yao Qian, Xiaofei Wang et al.28 citations
  5. LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning ↗Çağkan Yapar, Ron Levie, Gitta Kutyniok et al.28 citations
  6. Occluded Person Re-Identification Via Relational Adaptive Feature Correction Learning ↗Minjung Kim, MyeongAh Cho, Heansung Lee et al.28 citations
  7. Pas-Mef: Multi-Exposure Image Fusion Based On Principal Component Analysis, Adaptive Well-Exposedness And Saliency Map ↗Diclehan Ulucan, Oguzhan Ulucan, Mehmet Türkan28 citations
  8. Prosospeech: Enhancing Prosody with Quantized Vector Pre-Training in Text-To-Speech ↗Yi Ren, Ming Lei, Zhiying Huang et al.28 citations
  9. SYNT++: Utilizing Imperfect Synthetic Data to Improve Speech Recognition ↗Ting-Yao Hu, Mohammadreza Armandpour, Ashish Shrivastava et al.28 citations
  10. Towards Low-Distortion Multi-Channel Speech Enhancement: The ESPNET-Se Submission to the L3DAS22 Challenge ↗Yen‐Ju Lu, Samuele Cornell, Xuankai Chang et al.28 citations
  11. Can Audio Captions Be Evaluated With Image Caption Metrics? ↗Zelin Zhou, Zhiling Zhang, Xuenan Xu et al.27 citations
  12. Deep Adaptive Aec: Hybrid of Deep Learning and Adaptive Acoustic Echo Cancellation ↗Hao Zhang, Srivatsan Kandadai, Harsha I. K. Rao et al.27 citations
  13. Disentangling Content and Fine-Grained Prosody Information Via Hybrid ASR Bottleneck Features for Voice Conversion ↗Xintao Zhao, Feng Liu, Changhe Song et al.27 citations
  14. End-to-End Neural Speech Coding for Real-Time Communications ↗Xue Jiang, Xiulian Peng, Chengyu Zheng et al.27 citations
  15. Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge Selection ↗Minglun Han, Linhao Dong, Zhenlin Liang et al.27 citations
  16. Material-Guided Siamese Fusion Network for Hyperspectral Object Tracking ↗Zhuanfeng Li, Fengchao Xiong, Jianfeng Lu et al.27 citations
  17. Performance-Efficiency Trade-Offs in Unsupervised Pre-Training for Speech Recognition ↗Felix Wu, Kwangyoun Kim, Jing Samantha Pan et al.27 citations
  18. Self-Knowledge Distillation via Feature Enhancement for Speaker Verification ↗Bei Liu, Haoyu Wang, Zhengyang Chen et al.27 citations
  19. The Second Dicova Challenge: Dataset and Performance Analysis for Diagnosis of Covid-19 Using Acoustics ↗Neeraj Kumar Sharma, Srikanth Raj Chetupalli, Debarpan Bhattacharya et al.27 citations
  20. A Configurable Multilingual Model is All You Need to Recognize All Languages ↗Long Zhou, Jinyu Li, Eric Sun et al.26 citations
  21. A Two-Stage U-Net for High-Fidelity Denoising of Historical Recordings ↗Eloi Moliner, Vesa Välimäki26 citations
  22. Dynamically Pruning Segformer for Efficient Semantic Segmentation ↗Haoli Bai, Hongda Mao, Dinesh Nair26 citations
  23. Exploiting Annotators’ Typed Description of Emotion Perception to Maximize Utilization of Ratings for Speech Emotion Recognition ↗Huang-Cheng Chou, Wei-Cheng Lin, Chi-Chun Lee et al.26 citations
  24. Multi-Modal Acoustic-Articulatory Feature Fusion For Dysarthric Speech Recognition ↗Zhengjun Yue, Erfan Loweimi, Zoran Cvetković et al.26 citations
  25. ADIMA: Abuse Detection In Multilingual Audio ↗Vikram Gupta, Rini Sharon, Ramit Sawhney et al.25 citations
  26. Complex-Valued Spatial Autoencoders for Multichannel Speech Enhancement ↗Mhd Modar Halimeh, Walter Kellermann25 citations
  27. Coupled Feature Learning Via Structured Convolutional Sparse Coding for Multimodal Image Fusion ↗Farshad G. Veshki, Sergiy A. Vorobyov25 citations
  28. Csenet: Complex Squeeze-and-Excitation Network for Speech Depression Level Prediction ↗Cunhang Fan, Zhao Lv, Shengbing Pei et al.25 citations
  29. DRC-NET: Densely Connected Recurrent Convolutional Neural Network for Speech Dereverberation ↗Jinjiang Liu, Xueliang Zhang25 citations
  30. Event-Based Multimodal Spiking Neural Network with Attention Mechanism ↗Qianhui Liu, Dong Xing, Lang Feng et al.25 citations
  31. Improving Non-Autoregressive End-to-End Speech Recognition with Pre-Trained Acoustic and Language Models ↗Keqi Deng, Zehui Yang, Shinji Watanabe et al.25 citations
  32. Integrating Text Inputs for Training and Adapting RNN Transducer ASR Models ↗Samuel Thomas, Brian E. D. Kingsbury, George Saon et al.25 citations
  33. LETR: A Lightweight and Efficient Transformer for Keyword Spotting ↗Kevin Ding, Martin Zong, Jiakui Li et al.25 citations
  34. Privacy Sensitive Speech Analysis Using Federated Learning to Assess Depression ↗Suhas BN, Saeed Abdullah25 citations
  35. Prototype Learning for Interpretable Respiratory Sound Analysis ↗Zhao Xu Ren, Thành Tâm Nguyên, Wolfgang Nejdl25 citations
  36. SADN: Learned Light Field Image Compression with Spatial-Angular Decorrelation ↗Kedeng Tong, Xin Jin, Chen Wang et al.25 citations
  37. Summary on the ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge ↗Fan Yu, Shiliang Zhang, Pengcheng Guo et al.25 citations
  38. To Catch A Chorus, Verse, Intro, or Anything Else: Analyzing a Song with Structural Functions ↗Ju-Chiang Wang, Yun-Ning Amy Hung, Jordan B. L. Smith25 citations
  39. Asd-Transformer: Efficient Active Speaker Detection Using Self And Multimodal Transformers ↗Gourav Datta, Tyler Etchart, Vivek Yadav et al.24 citations
  40. Attention Back-End for Automatic Speaker Verification with Multiple Enrollment Utterances ↗Chang Zeng, Xin Wang, Erica Cooper et al.24 citations
  41. Audio Deepfake Detection System with Neural Stitching for ADD 2022 ↗Rui Yan, Wen Ming Cheng, Shuran Zhou et al.24 citations
  42. Axonal Delay as a Short-Term Memory for Feed Forward Deep Spiking Neural Networks ↗Pengfei Sun, Longwei Zhu, Dick B. Botteldooren24 citations
  43. Bytecover2: Towards Dimensionality Reduction of Latent Embedding for Efficient Cover Song Identification ↗Xingjian Du, Ke Chen, Zijie Wang et al.24 citations
  44. Cross-Channel Attention-Based Target Speaker Voice Activity Detection: Experimental Results for the M2met Challenge ↗Weiqing Wang, Xiaoyi Qin, Ming Li24 citations
  45. DRVC: A Framework of Any-to-Any Voice Conversion with Self-Supervised Learning ↗Qiqi Wang, Xulong Zhang, Jianzong Wang et al.24 citations
  46. Deep Impulse Responses: Estimating and Parameterizing Filters with Deep Networks ↗Alexander Richard, Peter Dodds, Vamsi Krishna Ithapu24 citations
  47. End-to-End Speech Summarization Using Restricted Self-Attention ↗Roshan Sharma, Shruti Palaskar, Alan W. Black et al.24 citations
  48. Fast-Slow Transformer for Visually Grounding Speech ↗Puyuan Peng, David F. Harwath24 citations
  49. HGCN: Harmonic Gated Compensation Network for Speech Enhancement ↗Tian‐Rui Wang, Weibin Zhu, Yingying Gao et al.24 citations
  50. Improved Meta Learning for Low Resource Speech Recognition ↗Satwinder Singh, Ruili Wang, Feng Hou24 citations
  51. Integer-Only Zero-Shot Quantization for Efficient Speech Recognition ↗Sehoon Kim, Amir Gholami, Zhewei Yao et al.24 citations
  52. Large-Scale ASR Domain Adaptation Using Self- and Semi-Supervised Learning ↗Dongseong Hwang, Ananya Misra, Zhouyuan Huo et al.24 citations
  53. Learning to Enhance or Not: Neural Network-Based Switching of Enhanced and Observed Signals for Overlapping Speech Recognition ↗Hiroshi P. Sato, Tsubasa Ochiai, Marc Delcroix et al.24 citations
  54. MAG+: An Extended Multimodal Adaptation Gate for Multimodal Sentiment Analysis ↗Xianbing Zhao, Yixin Chen, Wanting Li et al.24 citations
  55. Multi-View And Multi-Modal Event Detection Utilizing Transformer-Based Multi-Sensor Fusion ↗Masahiro Yasuda, Yasunori Ohishi, Shoichiro Saito et al.24 citations
  56. Sensing-Assisted Beam Tracking in V2I Networks: Extended Target Case ↗Zhen Du, Fan Liu, Zenghui Zhang24 citations
  57. Sparsity-Based Sound Field Separation in the Spherical Harmonics Domain ↗Mirco Pezzoli, Máximo Cobos, Fabio Antonacci et al.24 citations
  58. Spatio-Temporal Graph Convolutional Networks for Continuous Sign Language Recognition ↗Maria Parelli, Katerina Papadimitriou, Gerasimos Potamianos et al.24 citations
  59. TNTC: Two-Stream Network with Transformer-Based Complementarity for Gait-Based Emotion Recognition ↗Chuanfei Hu, Weijie Sheng, Bo Dong et al.24 citations
  60. Tonet: Tone-Octave Network for Singing Melody Extraction from Polyphonic Music ↗Ke Chen, Shuai Yu, Cheng-i Wang et al.24 citations
  61. A Track-Wise Ensemble Event Independent Network for Polyphonic Sound Event Localization and Detection ↗Jinbo Hu, Yin Ping Cao, Ming Wu et al.23 citations
  62. Against Backdoor Attacks In Federated Learning With Differential Privacy ↗Miao Lu, Wei Yang, Rong Hu et al.23 citations
  63. Communication-Efficient Online Federated Learning Framework for Nonlinear Regression ↗Vinay Chakravarthi Gogineni, Stefan Werner, Yih-Fang Huang et al.23 citations
  64. Contrastive Heartbeats: Contrastive Learning for Self-Supervised ECG Representation and Phenotyping ↗Crystal T. Wei, Ming-En Hsieh, Chien‐Liang Liu et al.23 citations
  65. Dual Graph Cross-Domain Few-Shot Learning for Hyperspectral Image Classification ↗Yuxiang Zhang, Wei Li, Mengmeng Zhang et al.23 citations
  66. Local Information Modeling with Self-Attention for Speaker Verification ↗Bing Han, Zhengyang Chen, Yanmin Qian23 citations
  67. Not All Features are Equal: Selection of Robust Features for Speech Emotion Recognition in Noisy Environments ↗Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka “JP” Onnela et al.23 citations
  68. Self-Supervised Contrastive Learning for Cross-Domain Hyperspectral Image Representation ↗Hyungtae Lee, Heesung Kwon23 citations
  69. Skim: Skipping Memory Lstm for Low-Latency Real-Time Continuous Speech Separation ↗Chenda Li, Lei Yang, Weiqin Wang et al.23 citations
  70. Slim: Explicit Slot-Intent Mapping with Bert for Joint Multi-Intent Detection and Slot Filling ↗Fengyu Cai, Wanhao Zhou, Fei Mi et al.23 citations
  71. Tie Your Embeddings Down: Cross-Modal Latent Spaces for End-to-end Spoken Language Understanding ↗Bhuvan Agrawal, Markus Müller, Samridhi Choudhary et al.23 citations
  72. A Performance Analysis for Multi-Ris-Assisted Full Duplex Wireless Communication System ↗Farjam Karim, Bishmita Hazarika, Sandeep Kumar Singh et al.22 citations
  73. Climate and Weather: Inspecting Depression Detection via Emotion Recognition ↗Wen Wu, Mengyue Wu, Kai Yu22 citations
  74. Coughtrigger: Earbuds IMU Based Cough Detection Activator Using An Energy-Efficient Sensitivity-Prioritized Time Series Classifier ↗Shibo Zhang, Ebrahim Nemati, Minh Dinh et al.22 citations
  75. DPCCN: Densely-Connected Pyramid Complex Convolutional Network for Robust Speech Separation and Extraction ↗Jiangyu Han, Yanhua Long, Lukáš Burget et al.22 citations
  76. Dynamic Binary Neural Network by Learning Channel-Wise Thresholds ↗Jiehua Zhang, Zhuo Su, Yanghe Feng et al.22 citations
  77. End-To-End Deep Learning-Based Adaptation Control for Frequency-Domain Adaptive System Identification ↗Thomas Haubner, Andreas Brendel, Walter Kellermann22 citations
  78. Enhancing Speaking Styles in Conversational Text-to-Speech Synthesis with Graph-Based Multi-Modal Context Modeling ↗Jingbei Li, Yi Meng, Chenyi Li et al.22 citations
  79. Hand Gesture Recognition Using Temporal Convolutions and Attention Mechanism ↗Elahe Rahimian, Soheil Zabihi, Amir A. Asif et al.22 citations
  80. Learning Music Audio Representations Via Weak Language Supervision ↗Ilaria Manco, Emmanouil Benetos, Elio Quinton et al.22 citations
  81. Multi-Channel End-To-End Neural Diarization with Distributed Microphones ↗Shota Horiguchi, Yuki Takashima, Leibny Paola Garcia et al.22 citations
  82. Selective Mutual Learning: An Efficient Approach for Single Channel Speech Separation ↗Ha Minh Tan, Duc-Quang Vu, Chung-Ting Lee et al.22 citations
  83. TP-VIT: A Two-Pathway Vision Transformer for Video Action Recognition ↗Yanhao Jing, Feng Wang22 citations
  84. Uncertainty in Data-Driven Kalman Filtering for Partially Known State-Space Models ↗Itzik Klein, Guy Revach, Nir Shlezinger et al.22 citations
  85. An Embarrassingly Simple Model for Dialogue Relation Extraction ↗Fuzhao Xue, Aixin Sun, Hao Zhang et al.21 citations
  86. Automatic Depression Level Assessment from Speech By Long-Term Global Information Embedding ↗Ya Li, Mingyue Niu, Ziping Zhao et al.21 citations
  87. Conformer-Based Hybrid ASR System For Switchboard Dataset ↗Mohammad Zeineldeen, Jingjing Xu, Christoph Luscher et al.21 citations
  88. Contrastive Prediction Strategies for Unsupervised Segmentation and Categorization of Phonemes and Words ↗Santiago Cuervo, Maciej Grabias, Jan Chorowski et al.21 citations
  89. Deep Performer: Score-to-Audio Music Performance Synthesis ↗H.K. Dong, Cong Zhou, Taylor Berg-Kirkpatrick et al.21 citations
  90. Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition ↗Tsendsuren Munkhdalai, Khe Chai Sim, Angad Chandorkar et al.21 citations
  91. Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck ↗Francesco Pezone, Sergio Barbarossa, Paolo Di Lorenzo21 citations
  92. Learnable Hypergraph Laplacian for Hypergraph Learning ↗Jiying Zhang, Yuzhao Chen, Xi Xiao et al.21 citations
  93. On Synchronization of Wireless Acoustic Sensor Networks in the Presence of Time-Varying Sampling Rate Offsets and Speaker Changes ↗Tobias Gburrek, Joerg Schmalenstroeer, Reinhold Haeb‐Umbach21 citations
  94. Partial Variable Training for Efficient on-Device Federated Learning ↗Tien-Ju Yang, Dhruv Guliani, Françoise Beaufays et al.21 citations
  95. Stpointgcn: Spatial Temporal Graph Convolutional Network for Multiple People Recognition Using Millimeter-Wave Radar ↗Chunyu Wang, Peixian Gong, Lihua Zhang21 citations
  96. Temporal Knowledge Distillation for on-device Audio Classification ↗Kwanghee Choi, Martin Kersner, Jacob Morton et al.21 citations
  97. Transformer-Based Estimation of Spoken Sentences Using Electrocorticography ↗Shuji Komeiji, Kai Shigemi, Takumi Mitsuhashi et al.21 citations
  98. Unsupervised Anomaly Detection for Container Cloud Via BILSTM-Based Variational Auto-Encoder ↗Yulong Wang, Xingshu Chen, Qixu Wang et al.21 citations
  99. Variable Span Trade-Off Filter for Sound Zone Control with Kernel Interpolation Weighting ↗Jesper Brunnström, Shoichi Koyama, Marc Moonen21 citations
  100. nnSpeech: Speaker-Guided Conditional Variational Autoencoder for Zero-Shot Multi-speaker text-to-speech ↗Botao Zhao, Xulong Zhang, Jianzong Wang et al.21 citations

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