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IEEE/ACM Transactions on Audio Speech and Language Processing 2022: all accepted papers

265 papers · page 1 of 3 · the most cited first · ← IEEE/ACM Transactions on Audio Speech and Language Processing 2022

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  1. The PartialSpoof Database and Countermeasures for the Detection of Short Fake Speech Segments Embedded in an UtteranceLin Zhang, Xin Wang, Erica Cooper et al.99 citations
  2. Deep Learning-Based Non-Intrusive Multi-Objective Speech Assessment Model With Cross-Domain FeaturesRyandhimas Edo Zezario, Szu‐Wei Fu, Fei Chen et al.94 citations
  3. MsEmoTTS: Multi-Scale Emotion Transfer, Prediction, and Control for Emotional Speech SynthesisYi Lei, Shan Yang, Xinsheng Wang et al.82 citations
  4. Multimodal Sentiment Analysis With Two-Phase Multi-Task LearningBo Yang, Lijun Wu, Jinhua Zhu et al.76 citations
  5. A Time-Frequency Attention Module for Neural Speech EnhancementQiquan Zhang, Xinyuan Qian, Zhaoheng Ni et al.72 citations
  6. Drone Audition: Sound Source Localization Using On-Board MicrophonesWageesha N. Manamperi, Thushara Dheemantha Abhayapala, Jihui Aimee Zhang et al.72 citations
  7. Insights Into Deep Non-Linear Filters for Improved Multi-Channel Speech EnhancementKristina Tesch, Timo Gerkmann72 citations
  8. Neural Spectrospatial FilteringKe Tan, Zhong-Qiu Wang, DeLiang Wang70 citations
  9. Unsupervised Speech Enhancement Using Dynamical Variational AutoencodersXiaoyu Bie, Simon Leglaive, Xavier Alameda-Pineda et al.69 citations
  10. Affine-Projection-Like Maximum Correntropy Criteria Algorithm for Robust Active Noise ControlYing‐Ren Chien, Chih‐Hsiang Yu, Hen‐Wai Tsao67 citations
  11. Domain Invariant Feature Learning for Speaker-Independent Speech Emotion RecognitionCheng Lu, Yuan Zong, Wenming Zheng et al.66 citations
  12. BYOL for Audio: Exploring Pre-Trained General-Purpose Audio RepresentationsDaisuke Niizumi, Daiki Takeuchi, Yasunori Ohishi et al.64 citations
  13. Encoder-Decoder Based Attractors for End-to-End Neural DiarizationShota Horiguchi, Yusuke Fujita, Shinji Watanabe et al.62 citations
  14. SALSA: Spatial Cue-Augmented Log-Spectrogram Features for Polyphonic Sound Event Localization and DetectionThi Ngoc Tho Nguyen, Karn N. Watcharasupat, Ngoc Khanh Nguyen et al.60 citations
  15. Fundamental Approaches to Robust Differential Beamforming With High Directivity FactorsGongping Huang, Jacob Benesty, Jingdong Chen59 citations
  16. Meta-TTS: Meta-Learning for Few-Shot Speaker Adaptive Text-to-SpeechSung-Feng Huang, Chyi-Jiunn Lin, Da-Rong Liu et al.59 citations
  17. ISNet: Individual Standardization Network for Speech Emotion RecognitionWeiquan Fan, Xiangmin Xu, Bolun Cai et al.58 citations
  18. Multi-Classifier Interactive Learning for Ambiguous Speech Emotion RecognitionYing Zhou, Xuefeng Liang, Yu Gu et al.58 citations
  19. Kronecker Product Multichannel Linear Filtering for Adaptive Weighted Prediction Error-Based Speech DereverberationGongping Huang, Jacob Benesty, Israel Cohen et al.57 citations
  20. The Weighted Cross-Modal Attention Mechanism With Sentiment Prediction Auxiliary Task for Multimodal Sentiment AnalysisQiupu Chen, Guimin Huang, Yabing Wang56 citations
  21. USEV: Universal Speaker Extraction With Visual CueZexu Pan, Meng Ge, Haizhou Li55 citations
  22. Self-Attending RNN for Speech Enhancement to Improve Cross-Corpus GeneralizationAshutosh Pandey, DeLiang Wang54 citations
  23. Cross-Speaker Emotion Disentangling and Transfer for End-to-End Speech SynthesisTao Li, Xinsheng Wang, Qicong Xie et al.52 citations
  24. Improving Chinese Named Entity Recognition by Large-Scale Syntactic Dependency GraphPeng Fei Zhu, Dawei Cheng, Fangzhou Yang et al.52 citations
  25. M3S: Scene Graph Driven Multi-Granularity Multi-Task Learning for Multi-Modal NERJie Wang, Yan Zhu Yang, Keyu Liu et al.51 citations
  26. DBT-Net: Dual-Branch Federative Magnitude and Phase Estimation With Attention-in-Attention Transformer for Monaural Speech EnhancementGuochen Yu, Andong Li, Hui Wang et al.50 citations
  27. Speaker Adaptation Using Spectro-Temporal Deep Features for Dysarthric and Elderly Speech RecognitionMengzhe Geng, Xurong Xie, Zi Ye et al.48 citations
  28. STFT-Domain Neural Speech Enhancement With Very Low Algorithmic LatencyZhong-Qiu Wang, Gordon Wichern, Shinji Watanabe et al.47 citations
  29. Fusing Bone-Conduction and Air-Conduction Sensors for Complex-Domain Speech EnhancementHeming Wang, Xueliang Zhang, DeLiang Wang44 citations
  30. Audio-Visual Cross-Attention Network for Robotic Speaker TrackingXinyuan Qian, Zhengdong Wang, Jiadong Wang et al.42 citations
  31. End-to-End Multi-Modal Speech Recognition on an Air and Bone Conducted Speech CorpusMou Wang, Junqi Chen, Xiao-Lei Zhang et al.42 citations
  32. Improved Lite Audio-Visual Speech EnhancementShang-Yi Chuang, Hsin‐Min Wang, Yu Tsao42 citations
  33. Neonatal Bowel Sound Detection Using Convolutional Neural Network and Laplace Hidden Semi-Markov ModelChiranjibi Sitaula, Jinyuan He, Archana Priyadarshi et al.42 citations
  34. Automatic Assessment of Parkinson's Disease Using Speech Representations of Phonation and ArticulationYuanyuan Liu, Mittapalle Kiran Reddy, Nelly Penttilä et al.41 citations
  35. Convolutive Transfer Function-Based Multichannel Nonnegative Matrix Factorization for Overdetermined Blind Source SeparationTaihui Wang, Feiran Yang, Jun Jie Yang40 citations
  36. Parametric Ambisonic Encoding of Arbitrary Microphone ArraysLeo McCormack, Archontis Politis, Raimundo González et al.40 citations
  37. SIFTER: A Framework for Robust Rumor DetectionMenglong Lu, Zhen Huang, Binyang Li et al.40 citations
  38. Privacy and Utility of X-Vector Based Speaker AnonymizationBrij Mohan Lal Srivastava, Mohamed Maouche, Md Sahidullah et al.39 citations
  39. Selective Listening by Synchronizing Speech With LipsZexu Pan, Ruijie Tao, Chenglin Xu et al.39 citations
  40. Direction of Arrival Estimation of Sound Sources Using Icosahedral CNNsDavid Diaz-Guerra, Antonio Miguel, José Ramón Beltrán37 citations
  41. End-to-End Speaker Verification via Curriculum Bipartite Ranking Weighted Binary Cross-EntropyZhongxin Bai, Jianyu Wang, Xiao-Lei Zhang et al.37 citations
  42. Meta-AF: Meta-Learning for Adaptive FiltersJonah Casebeer, Nicholas J. Bryan, Paris Smaragdis37 citations
  43. SoundBeam: Target Sound Extraction Conditioned on Sound-Class Labels and Enrollment Clues for Increased Performance and Continuous LearningMarc Delcroix, Jorge Bennasar Vázquez, Tsubasa Ochiai et al.37 citations
  44. TDOA-Based Robust Sound Source Localization With Sparse Regularization in Wireless Acoustic Sensor NetworksXudong Dang, Wen Ma, Emanuël A. P. Habets et al.36 citations
  45. EmoInt-Trans: A Multimodal Transformer for Identifying Emotions and Intents in Social ConversationsGopendra Vikram Singh, Mauajama Firdaus, Asif Ekbal et al.34 citations
  46. Generalized Hyperbolic Tangent Based Random Fourier Conjugate Gradient Filter for Nonlinear Active Noise ControlYingying Xiao, Shanmou Chen, Qiangqiang Zhang et al.34 citations
  47. Identification of Room Acoustic Impulse Responses via Kronecker Product DecompositionsLaura-Maria Dogariu, Jacob Benesty, Constantin Paleologu et al.34 citations
  48. Layer-Wise Fast Adaptation for End-to-End Multi-Accent Speech RecognitionYanmin Qian, Xun Gong, Houjun Huang34 citations
  49. Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech SeparationRongzhi Gu, Shixiong Zhang, Yuexian Zou et al.34 citations
  50. Automatic Lyrics Transcription of Polyphonic Music With Lyrics-Chord Multi-Task LearningXiaoxue Gao, Chitralekha Gupta, Haizhou Li33 citations
  51. Differentiable Artificial ReverberationSungho Lee, Hyeong-Seok Choi, Kyogu Lee33 citations
  52. SSVS-SSVD Based Desynchronization Attacks Resilient Watermarking Method for Stereo SignalsJuan Zhao, Tianrui Zong, Yong Xiang et al.33 citations
  53. Systematic Review of Machine Learning Approaches for Detecting Developmental StutteringLiam Barrett, Junchao Hu, Peter G. Howell33 citations
  54. TOE: A Grid-Tagging Discontinuous NER Model Enhanced by Embedding Tag/Word Relations and More Fine-Grained TagsJiang Liu, Donghong Ji, Jingye Li et al.33 citations
  55. End-to-End Brain-Driven Speech Enhancement in Multi-Talker ConditionsMaryam Hosseini, Luca Celotti, Éric Plourde31 citations
  56. Multi-Channel Talker-Independent Speaker Separation Through Location-Based TrainingHassan Taherian, Ke Tan, DeLiang Wang31 citations
  57. Retrieve-and-Edit Domain Adaptation for End2End Aspect Based Sentiment AnalysisZhuang Chen, Tieyun Qian31 citations
  58. A Digital Twin Architecture for Wireless Networked Adaptive Active Noise ControlChuang Shi, Feiyu Du, Qianyang Wu30 citations
  59. Acoustic Source Localization in the Circular Harmonic Domain Using Deep Learning ArchitectureKunkun SongGong, Wenwu Wang, Huawei Chen30 citations
  60. Bayesian Neural Network Language Modeling for Speech RecognitionBoyang Xue, Shoukang Hu, Junhao Xu et al.30 citations
  61. Non-Autoregressive ASR Modeling Using Pre-Trained Language Models for Chinese Speech RecognitionFu-Hao Yu, Kuan-Yu Chen, Ke-Han Lu28 citations
  62. Acoustic Modelling From Raw Source and Filter Components for Dysarthric Speech RecognitionZhengjun Yue, Erfan Loweimi, Heidi Christensen et al.27 citations
  63. From LSAT: The Progress and Challenges of Complex ReasoningSiyuan Wang, Zhongkun Liu, Wanjun Zhong et al.27 citations
  64. Neural Cascade Architecture for Multi-Channel Acoustic Echo SuppressionHao Zhang, DeLiang Wang27 citations
  65. HGEN: Learning Hierarchical Heterogeneous Graph Encoding for Math Word Problem SolvingYi Zhang, Guangyou Zhou, Zhiwen Xie et al.26 citations
  66. Low Latency Speech Enhancement for Hearing Aids Using Deep FilteringHendrik Schröter, Tobias Rosenkranz, Alberto N. Escalante-B. et al.26 citations
  67. Prompt-Based Prototypical Framework for Continual Relation ExtractionHan Zhang, Bin Liang, Min Yang et al.26 citations
  68. Transforming Wikipedia Into Augmented Data for Query-Focused SummarizationHaichao Zhu, Li Dong, Furu Wei et al.26 citations
  69. Duration Controllable Voice Conversion via Phoneme-Based Information BottleneckSang-Hoon Lee, Hyeong-Rae Noh, Woo-Jeoung Nam et al.25 citations
  70. GTrans: Grouping and Fusing Transformer Layers for Neural Machine TranslationJian Yang, Yuwei Yin, Liqun Yang et al.25 citations
  71. SBSim: A Sentence-BERT Similarity-Based Evaluation Metric for Indian Language Neural Machine Translation SystemsK. Mrinalini, Parthasarathy Vijayalakshmi, T. Nagarajan25 citations
  72. BEHM-GAN: Bandwidth Extension of Historical Music Using Generative Adversarial NetworksEloi Moliner, Vesa Välimäki24 citations
  73. SkipConvGAN: Monaural Speech Dereverberation Using Generative Adversarial Networks via Complex Time-Frequency MaskingVinay Kothapally, John H. L. Hansen24 citations
  74. Word Segmentation on Discovered Phone Units With Dynamic Programming and Self-Supervised ScoringHerman Kamper24 citations
  75. Aspect Sentiment Triplet Extraction: A Seq2Seq Approach With Span Copy Enhanced Dual DecoderZhihao Zhang, Yuan Zuo, Junjie Wu23 citations
  76. EfficientTDNN: Efficient Architecture Search for Speaker RecognitionRui Wang, Zhihua Wei, Haoran Duan et al.23 citations
  77. General Robust Subband Adaptive Filtering: Algorithms and ApplicationsYi Yu, Hongsen He, Rodrigo C. de Lamare et al.23 citations
  78. Inference Skipping for More Efficient Real-Time Speech Enhancement With Parallel RNNsXiaohuai Le, Tong Lei, Kai Chen et al.23 citations
  79. Unsupervised Speech Segmentation and Variable Rate Representation Learning Using Segmental Contrastive Predictive CodingSaurabhchand Bhati, Jesús Villalba, Piotr Żelasko et al.23 citations
  80. A Time-Domain Real-Valued Generalized Wiener Filter for Multi-Channel Neural Separation SystemsYi Luo22 citations
  81. ARoBERT: An ASR Robust Pre-Trained Language Model for Spoken Language UnderstandingChengyu Wang, Suyang Dai, Yipeng Wang et al.22 citations
  82. Filtering and Refining: A Collaborative-Style Framework for Single-Channel Speech EnhancementAndong Li, Chengshi Zheng, Guochen Yu et al.22 citations
  83. Localization-Driven Speech Enhancement in Noisy Multi-Speaker Hospital Environments Using Deep Learning and Meta LearningMahdi Barhoush, Ahmed Hallawa, Arne Peine et al.22 citations
  84. Multi-Teacher Distillation With Single Model for Neural Machine TranslationXiaobo Liang, Lijun Wu, Juntao Li et al.22 citations
  85. Online Neural Diarization of Unlimited Numbers of Speakers Using Global and Local AttractorsShota Horiguchi, Shinji Watanabe, Leibny Paola Garcia et al.22 citations
  86. SemGloVe: Semantic Co-Occurrences for GloVe From BERTLeilei Gan, Zhiyang Teng, Yue Zhang et al.22 citations
  87. Two-Stage Beamforming With Arbitrary Planar Arrays of Differential Microphone Array UnitsDavide Albertini, Alberto Bernardini, Federico Borra et al.22 citations
  88. An Optimized Zero-Attracting LMS Algorithm for the Identification of Sparse SystemLei Luo, Wenzhao Zhu21 citations
  89. Aspect-Level Sentiment Analysis via a Syntax-Based Neural NetworkRichong Zhang, Qianben Chen, Yaowei Zheng et al.21 citations
  90. Deep Learning Approaches in Topics of Singing Information ProcessingChitralekha Gupta, Haizhou Li, Masataka Goto21 citations
  91. End-to-End Dereverberation, Beamforming, and Speech Recognition in a Cocktail PartyWangyou Zhang, Xuankai Chang, Christoph Boeddeker et al.21 citations
  92. Neural Architecture Search for LF-MMI Trained Time Delay Neural NetworksShoukang Hu, Xurong Xie, Mingyu Cui et al.21 citations
  93. On Differential Beamforming With Nonuniform Linear Microphone ArraysJilu Jin, Jacob Benesty, Gongping Huang et al.21 citations
  94. Towards Energy-Preserving Natural Language Understanding With Spiking Neural NetworksRong Xiao, Yu Xuan Wan, Baosong Yang et al.21 citations
  95. Amplitude Matching for Multizone Sound Field ControlTakumi Abe, Shoichi Koyama, Natsuki Ueno et al.20 citations
  96. Switching Independent Vector Analysis and its Extension to Blind and Spatially Guided Convolutional Beamforming AlgorithmsTomohiro Nakatani, Rintaro Ikeshita, Keisuke Kinoshita et al.20 citations
  97. Towards Contextual Spelling Correction for Customization of End-to-End Speech Recognition SystemsXiaoqiang Wang, Yanqing Liu, Jinyu Li et al.20 citations
  98. Cross-Domain Slot Filling as Machine Reading Comprehension: A New PerspectiveJian Liu, Mengshi Yu, Yufeng Chen et al.19 citations
  99. Decoupled Multiple Speaker Direction-of-Arrival Estimator Under Reverberant EnvironmentsYonggang Hu, Prasanga N. Samarasinghe, Sharon Gannot et al.19 citations
  100. Decoupling Speaker-Independent Emotions for Voice Conversion via Source-Filter NetworksZhaojie Luo, Shoufeng Lin, Rui Liu et al.19 citations

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