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

1,872 papers · page 5 of 19 · the most cited first · ← IEEE International Conference on Acoustics Speech and Signal Processing 2022

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  1. ADMM-DAD Net: A Deep Unfolding Network for Analysis Compressed Sensing ↗Vicky Kouni, Georgios Paraskevopoulos, Holger Rauhut et al.16 citations
  2. Adversarial Learning in Transformer Based Neural Network in Radio Signal Classification ↗Lu Zhang, Sangarapillai Lambotharan, Gan Zheng16 citations
  3. Aerial Base Station Placement Leveraging Radio Tomographic Maps ↗Daniel Romero, Pham Q. Viet, Geert J. T. Leus16 citations
  4. An Adapter Based Pre-Training for Efficient and Scalable Self-Supervised Speech Representation Learning ↗Samuel Kessler, Bethan Thomas, Salah A. Karout16 citations
  5. Automatic Assessment of the Degree of Clinical Depression from Speech Using X-Vectors ↗José Vicente Egas-López, Gábor József Kiss, Dávid Sztahó et al.16 citations
  6. Bi-Directional Modality Fusion Network For Audio-Visual Event Localization ↗Shuo Liu, Weize Quan, Yuan Liu et al.16 citations
  7. Delay-Oriented Distributed Scheduling Using Graph Neural Networks ↗Zhongyuan Zhao, Gunjan Verma, Ananthram Swami et al.16 citations
  8. Encryption Resistant Deep Neural Network Watermarking ↗Guobiao Li, Sheng Li, Zhenxing Qian et al.16 citations
  9. Enhancing Privacy Through Domain Adaptive Noise Injection For Speech Emotion Recognition ↗Tiantian Feng, Hanieh Hashemi, Murali Annavaram et al.16 citations
  10. Exploring Transformer’s Potential on Automatic Piano Transcription ↗Longshen Ou, Ziyi Guo, Emmanouil Benetos et al.16 citations
  11. Hypergraph-Based Reinforcement Learning for Stock Portfolio Selection ↗Xiaojie Li, Chaoran Cui, Donglin Cao et al.16 citations
  12. Hyperspectral Image Super-Resolution with Deep Priors and Degradation Model Inversion ↗Xiuheng Wang, Jie Chen, Cédric Richard16 citations
  13. Improving Lyrics Alignment Through Joint Pitch Detection ↗Jiawen Huang, Emmanouil Benetos, Sebastian Ewert16 citations
  14. Integration of Pre-Trained Networks with Continuous Token Interface for End-to-End Spoken Language Understanding ↗Seunghyun Seo, Donghyun Kwak, Bowon Lee16 citations
  15. Joint Calibration and Mapping of Satellite Altimetry Data Using Trainable Variational Models ↗Quentin Febvre, Ronan Fablet, Julien Le Sommer et al.16 citations
  16. LERPS: Lighting Estimation and Relighting for Photometric Stereo ↗Ashish Tiwari, Shanmuganathan Raman16 citations
  17. Learnable Wavelet Packet Transform for Data-Adapted Spectrograms ↗Gaëtan Frusque, Olga Fink16 citations
  18. Multi-Scale Speaker Embedding-Based Graph Attention Networks For Speaker Diarisation ↗Youngki Kwon, Hee-Soo Heo, Jee-weon Jung et al.16 citations
  19. Optimizing Alignment of Speech and Language Latent Spaces for End-To-End Speech Recognition and Understanding ↗Wei Wang, Shuo Ren, Yao Qian et al.16 citations
  20. Over-the-Air Personalized Federated Learning ↗Hasin Us Sami, Başak Güler16 citations
  21. Power Allocation for Wireless Federated Learning Using Graph Neural Networks ↗Boning Li, Ananthram Swami, Santiago Segarra16 citations
  22. Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music ↗Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim et al.16 citations
  23. Rational Arrays for DOA Estimation ↗Pranav Kulkarni, Palghat P. Vaidyanathan16 citations
  24. Raw Source and Filter Modelling for Dysarthric Speech Recognition ↗Zhengjun Yue, Erfan Loweimi, Zoran Cvetković16 citations
  25. Scalable Neural Architectures for End-to-End Environmental Sound Classification ↗Francesco Paissan, Alberto Ancilotto, Alessio Brutti et al.16 citations
  26. Temporal Early Exiting for Streaming Speech Commands Recognition ↗Raphael Tang, Karun Kumar, Ji Xin et al.16 citations
  27. The PCG-AIID System for L3DAS22 Challenge: MIMO and MISO Convolutional Recurrent Network for Multi Channel Speech Enhancement and Speech Recognition ↗Jingdong Li, Yuanyuan Zhu, Dawei Luo et al.16 citations
  28. Towards Closed-Loop Speech Synthesis from Stereotactic EEG: A Unit Selection Approach ↗Miguel Angrick, Maarten Christiaan Ottenhoff, Lorenz Diener et al.16 citations
  29. ALSNet: A Dilated 1-D CNN for Identifying ALS from Raw EMG Signal ↗Kanza Hassan, Md. Shamiul Alam Hridoy, Naima Tasnim et al.15 citations
  30. Adaptive Diffusion with Compressed Communication ↗Marco Carpentiero, Vincenzo Matta, Ali H. Sayed15 citations
  31. An End-to-End Deep Learning Framework For Multiple Audio Source Separation And Localization ↗Yu Chen, Bowen Liu, Zijian Zhang et al.15 citations
  32. Cloning One’s Voice Using Very Limited Data in the Wild ↗Dongyang Dai, Yuanzhe Chen, Li Chen et al.15 citations
  33. Compressive Scanning Transmission Electron Microscopy ↗Daniel Nicholls, Alex W. Robinson, Jack Wells et al.15 citations
  34. Continuous Streaming Multi-Talker ASR with Dual-Path Transducers ↗Desh Raj, Liang Lu, Zhuo Chen et al.15 citations
  35. Cross-Speaker Style Transfer for Text-to-Speech Using Data Augmentation ↗Manuel Sam Ribeiro, Julian Roth, Giulia Comini et al.15 citations
  36. Deep-Learning-Assisted Configuration of Reconfigurable Intelligent Surfaces in Dynamic Rich-Scattering Environments ↗Kyriakos Stylianopoulos, Nir Shlezinger, Philipp del Hougne et al.15 citations
  37. Deliberation of Streaming RNN-Transducer by Non-Autoregressive Decoding ↗Weiran Wang, Ke Hu, Tara N. Sainath15 citations
  38. Enhancing and Dissecting Crowd Counting by Synthetic Data ↗Yi Hou, Chengyang Li, Yuheng Lu et al.15 citations
  39. Estimation Of Channels In Systems With Intelligent Reflecting Surfaces ↗Michael Joham, Hangze Gao, Wolfgang Utschick15 citations
  40. Graph Convolution for Re-Ranking in Person Re-Identification ↗Yuqi Zhang, Qi Qian, Chong Liu et al.15 citations
  41. Improving Cross-Modal Understanding in Visual Dialog Via Contrastive Learning ↗Feilong Chen, Xiuyi Chen, Shuang Xu et al.15 citations
  42. Label-Aware Ranked Loss for Robust People Counting Using Automotive In-Cabin Radar ↗Lorenzo Servadei, Huawei Sun, Julius Ott et al.15 citations
  43. Language Adaptive Cross-Lingual Speech Representation Learning with Sparse Sharing Sub-Networks ↗Yizhou Lu, Mingkun Huang, Xinghua Qu et al.15 citations
  44. Multilingual Text-To-Speech Training Using Cross Language Voice Conversion And Self-Supervised Learning Of Speech Representations ↗Jilong Wu, Adam Polyak, Yaniv Taigman et al.15 citations
  45. On Federated Learning with Energy Harvesting Clients ↗Cong Shen, Jing Yang, Jie Xu15 citations
  46. Optimization of Compressive Light Field Display in Dual-Guided Learning ↗Yangfan Sun, Zhu Li, Li Li et al.15 citations
  47. Power-Efficient Hybrid MIMO Receiver with Task-Specific Beamforming using Low-Resolution ADCs ↗Timur Zirtiloglu, Nir Shlezinger, Yonina C. Eldar et al.15 citations
  48. Pseudo-Labeling for Massively Multilingual Speech Recognition ↗Loren Lugosch, Tatiana Likhomanenko, Gabriel Synnaeve et al.15 citations
  49. Rate Control for Learned Video Compression ↗Yanghao Li, Xinyao Chen, Jisheng Li et al.15 citations
  50. Robust Speaker Verification Using Population-Based Data Augmentation ↗Weiwei Lin, Man‐Wai Mak15 citations
  51. Subjective And Objective Quality Assessment Of Mobile Gaming Video ↗Shaoguo Wen, Suiyi Ling, Junle Wang et al.15 citations
  52. TriBYOL: Triplet BYOL for Self-Supervised Representation Learning ↗Guang Li, Ren Togo, Takahiro Ogawa et al.15 citations
  53. A Two-Step Approach to Leverage Contextual Data: Speech Recognition in Air-Traffic Communications ↗Iuliia Nigmatulina, Juan Zuluaga-Gómez, Amrutha Prasad et al.14 citations
  54. Agcyclegan: Attention-Guided Cyclegan for Single Underwater Image Restoration ↗Zhenlong Wang, Weifeng Liu, Yanjiang Wang et al.14 citations
  55. All-Neural Beamformer for Continuous Speech Separation ↗Zhuohuang Zhang, Takuya Yoshioka, Naoyuki Kanda et al.14 citations
  56. An End-to-End Deep Learning Speech Coding and Denoising Strategy for Cochlear Implants ↗Tom Gajȩcki, Waldo Nogueira14 citations
  57. Analyzing The Robustness of Unsupervised Speech Recognition ↗Guan-Ting Lin, Chan-Jan Hsu, Da-Rong Liu et al.14 citations
  58. Attention-Based Fusion for Bone-Conducted and Air-Conducted Speech Enhancement in the Complex Domain ↗Heming Wang, Xueliang Zhang, DeLiang Wang14 citations
  59. Auxiliary Loss of Transformer with Residual Connection for End-to-End Speaker Diarization ↗Yechan Yu, Dongkeon Park, Hong Kook Kim14 citations
  60. Blind Reverberation Time Estimation in Dynamic Acoustic Conditions ↗Philipp Götz, Çağdaş Tuna, Andreas Walther et al.14 citations
  61. Camera Calibration Through Camera Projection Loss ↗Talha Hanif Butt, Murtaza Taj14 citations
  62. Co-Attention-Guided Bilinear Model for Echo-Based Depth Estimation ↗Go Irie, Takashi Shibata, Akisato Kimura14 citations
  63. Continual Self-Training With Bootstrapped Remixing For Speech Enhancement ↗Efthymios Tzinis, Yossi Adi, Vamsi Krishna Ithapu et al.14 citations
  64. DOA M-Estimation Using Sparse Bayesian Learning ↗Christoph F. Mecklenbräuker, Peter Gerstoft, Esa Ollila14 citations
  65. Experimental Investigation on STFT Phase Representations for Deep Learning-Based Dysarthric Speech Detection ↗Parvaneh Janbakhshi, Ina Kodrasi14 citations
  66. FRE-GAN 2: Fast and Efficient Frequency-Consistent Audio Synthesis ↗Sang-Hoon Lee, Ji-Hoon Kim, Kang-Eun Lee et al.14 citations
  67. FedClean: A Defense Mechanism against Parameter Poisoning Attacks in Federated Learning ↗Abhishek Kumar, Vivek Khimani, Dimitris Chatzopoulos et al.14 citations
  68. Few-Shot Musical Source Separation ↗Yu Wang, Daniel Stoller, Rachel Bittner et al.14 citations
  69. Gradual Surrogate Gradient Learning in Deep Spiking Neural Networks ↗Yi Chen, Silin Zhang, Shiyu Ren et al.14 citations
  70. Improving Fairness in Speaker Verification via Group-Adapted Fusion Network ↗Hua Shen, Yuguang Yang, Guoli Sun et al.14 citations
  71. Invisible and Efficient Backdoor Attacks for Compressed Deep Neural Networks ↗Huy Phan, Yi Xie, Jian Liu et al.14 citations
  72. Iterative Channel Estimation and Data Detection Algorithm For OTFS Modulation ↗Rabah Ouchikh, Abdeldjalil Aïssa El Bey, Thierry Chonavel et al.14 citations
  73. Latent Space Slicing for Enhanced Entropy Modeling In Learning-Based Point Cloud Geometry Compression ↗Nicolas Frank, Davi Nachtigall Lazzarotto, Touradj Ebrahimi14 citations
  74. Local and Global Alignments for Generalizable Sensor-Based Human Activity Recognition ↗Lu Wang, Jindong Wang, Yiqiang Chen14 citations
  75. Model-Based Approach for Measuring the Fairness in ASR ↗Zhe Liu, Irina-Elena Veliche, Fuchun Peng14 citations
  76. Multi-Query Multi-Head Attention Pooling and Inter-Topk Penalty for Speaker Verification ↗Miao Zhao, Yufeng Ma, Yiwei Ding et al.14 citations
  77. Netrca: An Effective Network Fault Cause Localization Algorithm ↗Chaoli Zhang, Zhiqiang Zhou, Yingying Zhang et al.14 citations
  78. Neural Grapheme-To-Phoneme Conversion with Pre-Trained Grapheme Models ↗Lu Dong, Zhiqiang Guo, Chao-Hong Tan et al.14 citations
  79. Optimization of a Fixed Virtual Sensing Feedback ANC Controller For In-Ear Headphones with Multiple Loudspeakers ↗Piero Rivera Benois, Reinhild Roden, Matthias Blau et al.14 citations
  80. Optimizing Latent Space Directions for Gan-Based Local Image Editing ↗Ehsan Pajouheshgar, Tong Zhang, Sabine E. Susstrunk14 citations
  81. Relation Discovery in Nonlinearly Related Large-Scale Settings ↗Ali Vosoughi, Adora M. DSouza, Anas Zainul Abidin et al.14 citations
  82. Residual-Guided Personalized Speech Synthesis based on Face Image ↗Jianrong Wang, Zixuan Wang, Xiaosheng Hu et al.14 citations
  83. Selective Multi-Task Learning For Speech Emotion Recognition Using Corpora Of Different Styles ↗Heran Zhang, Masato Mimura, Tatsuya Kawahara et al.14 citations
  84. Self-Supervised Learning for Sentiment Analysis via Image-Text Matching ↗Haidong Zhu, Zhaoheng Zheng, Mohammad Soleymani et al.14 citations
  85. SparseBFA: Attacking Sparse Deep Neural Networks with the Worst-Case Bit Flips on Coordinates ↗Kyungmi Lee, Anantha P. Chandrakasan14 citations
  86. Streaming Transformer Transducer based Speech Recognition Using Non-Causal Convolution ↗Yangyang Shi, Chunyang Wu, Dilin Wang et al.14 citations
  87. Supervised Learning Based Sparse Channel Estimation For RIS Aided Communications ↗Dilin Dampahalage, K. B. Shashika Manosha, Nandana Rajatheva et al.14 citations
  88. Towards Reducing the Need for Speech Training Data to Build Spoken Language Understanding Systems ↗Samuel Thomas, Hong-Kwang Jeff Kuo, Brian E. D. Kingsbury et al.14 citations
  89. Transformer-S2A: Robust and Efficient Speech-to-Animation ↗Liyang Chen, Zhiyong Wu, Jun Ling et al.14 citations
  90. Wearable Seld Dataset: Dataset For Sound Event Localization And Detection Using Wearable Devices Around Head ↗Kento Nagatomo, Masahiro Yasuda, Kohei Yatabe et al.14 citations
  91. A Deep Hierarchical Fusion Network for Fullband Acoustic Echo Cancellation ↗Haoran Zhao, Nan Li, Runqiang Han et al.13 citations
  92. ACP: Adaptive Channel Pruning for Efficient Neural Networks ↗Yuan Zhang, Yuan Yuan, Qi Wang13 citations
  93. Augmentation Strategy Optimization for Language Understanding ↗Chang-Ting Chu, Mahdin Rohmatillah, Ching-Hsien Lee et al.13 citations
  94. BiP-Net: Bidirectional Perspective Strategy Based Arbitrary-Shaped Text Detection Network ↗Chuang Yang, Mulin Chen, Yuan Yuan et al.13 citations
  95. Conformer-Based Self-Supervised Learning For Non-Speech Audio Tasks ↗Sangeeta Srivastava, Yun Wang, Andros Tjandra et al.13 citations
  96. Consistent Training and Decoding for End-to-End Speech Recognition Using Lattice-Free MMI ↗Jinchuan Tian, Jianwei Yu, Chao Weng et al.13 citations
  97. Contrastive Siamese Network for Semi-Supervised Speech Recognition ↗Soheil Khorram, Jaeyoung Kim, Anshuman Tripathi et al.13 citations
  98. Controlling Smart Propagation Environments: Long-Term Versus Short-Term Phase Shift Optimization ↗Trinh Van Chien, Lam‐Thanh Tu, Dinh-Hieu Tran et al.13 citations
  99. DAM-GAN : Image Inpainting Using Dynamic Attention Map Based on Fake Texture Detection ↗Dongmin Cha, Daijin Kim13 citations
  100. Deep Residual Echo Suppression and Noise Reduction: A Multi-Input FCRN Approach in a Hybrid Speech Enhancement System ↗Jan Franzen, Tim Fingscheidt13 citations

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