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title: "IEEE/ACM Transactions on Audio Speech and Language"
description: "All 281 papers of IEEE/ACM Transactions on Audio Speech and Language Processing 2021 · page 2 of 3, the most cited first; those with our…"
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# IEEE/ACM Transactions on Audio Speech and Language Processing 2021: all accepted papers

281 papers · page 2 of 3 · the most cited first · [← IEEE/ACM Transactions on Audio Speech and Language Processing 2021](https://md.research.elamur.ai/free/en/venues/ieee-acm-transactions-on-audio-speech-and-language-processing/2021/)

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101. **[Conversational Semantic Role Labeling ↗](https://doi.org/10.1109/taslp.2021.3074014)**Kun Xu, Han Wu, Linfeng Song et al.*24 citations*
102. **[PROTOTYPE-TO-STYLE: Dialogue Generation With Style-Aware Editing on Retrieval Memory ↗](https://doi.org/10.1109/taslp.2021.3087948)**Yixuan Su, Yan Wang, Deng Cai et al.*24 citations*
103. **[Phoneme-Unit-Specific Time-Delay Neural Network for Speaker Verification ↗](https://doi.org/10.1109/taslp.2021.3065202)**Xianhong Chen, Changchun Bao*24 citations*
104. **[Quasi-Periodic Parallel WaveGAN: A Non-Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network ↗](https://doi.org/10.1109/taslp.2021.3051765)**Yi-Chiao Wu, Tomoki Hayashi, Takuma Okamoto et al.*24 citations*
105. **[Robust Voice Feature Selection Using Interval Type-2 Fuzzy AHP for Automated Diagnosis of Parkinson's Disease ↗](https://doi.org/10.1109/taslp.2021.3097215)**Hamid Azadi, Mohammad-R. Akbarzadeh-T, HamidR Kobravi et al.*24 citations*
106. **[Speech Reconstruction With Reminiscent Sound Via Visual Voice Memory ↗](https://doi.org/10.1109/taslp.2021.3126925)**Joanna H. Hong, Minsu Kim, Se Jin Park et al.*24 citations*
107. **[Cognitive Load Estimation From Speech Commands to Simulated Aircraft ↗](https://doi.org/10.1109/taslp.2021.3057492)**Maria Vukovic, Melissa N. Stolar, Margaret Lech*23 citations*
108. **[Counterfactually Fair Automatic Speech Recognition ↗](https://doi.org/10.1109/taslp.2021.3126949)**Leda Sar, Mark Hasegawa‐Johnson, Chang D. Yoo*23 citations*
109. **[Enhancement of Noisy Reverberant Speech Using Polynomial Matrix Eigenvalue Decomposition ↗](https://doi.org/10.1109/taslp.2021.3120630)**Vincent W. Neo, Christine Evers, Patrick A. Naylor*23 citations*
110. **[Generating Images From Spoken Descriptions ↗](https://doi.org/10.1109/taslp.2021.3053391)**Xinsheng Wang, Tingting Qiao, Jihua Zhu et al.*23 citations*
111. **[Integrating Prior Translation Knowledge Into Neural Machine Translation ↗](https://doi.org/10.1109/taslp.2021.3138714)**Kehai Chen, Rui Wang, Masao Utiyama et al.*23 citations*
112. **[Proximal Normalized Subband Adaptive Filtering for Acoustic Echo Cancellation ↗](https://doi.org/10.1109/taslp.2021.3087951)**Gang Guo, Yi Yu, Rodrigo C. de Lamare et al.*23 citations*
113. **[Sensor Selection for Relative Acoustic Transfer Function Steered Linearly-Constrained Beamformers ↗](https://doi.org/10.1109/taslp.2021.3064399)**Jie Zhang, Jun Du, Li-Rong Dai*23 citations*
114. **[Chinese Lexical Simplification ↗](https://doi.org/10.1109/taslp.2021.3078361)**Jipeng Qiang, Xinyu Lu, Yun Li et al.*22 citations*
115. **[Deformable Self-Attention for Text Classification ↗](https://doi.org/10.1109/taslp.2021.3067210)**Qianli Ma, Jiangyue Yan, Zhenxi Lin et al.*22 citations*
116. **[Multi-Turn Dialogue Reading Comprehension With Pivot Turns and Knowledge ↗](https://doi.org/10.1109/taslp.2021.3058616)**Zhuosheng Zhang, Junlong Li, Hai Zhao*22 citations*
117. **[On Improved Training of CNN for Acoustic Source Localisation ↗](https://doi.org/10.1109/taslp.2021.3049337)**Elizabeth Vargas, James R. Hopgood, Keith Brown et al.*22 citations*
118. **[Phoneme Level Lyrics Alignment and Text-Informed Singing Voice Separation ↗](https://doi.org/10.1109/taslp.2021.3091817)**Kilian Schulze-Forster, Clement S. J. Doire, Gaël Richard A et al.*22 citations*
119. **[SNR-Based Features and Diverse Training Data for Robust DNN-Based Speech Enhancement ↗](https://doi.org/10.1109/taslp.2021.3082702)**Robert Rehr, Timo Gerkmann*22 citations*
120. **[Time-Domain Audio Source Separation With Neural Networks Based on Multiresolution Analysis ↗](https://doi.org/10.1109/taslp.2021.3072496)**Tomohiko Nakamura, Shihori Kozuka, Hiroshi Saruwatari*22 citations*
121. **[Time-Frequency-Bin-Wise Linear Combination of Beamformers for Distortionless Signal Enhancement ↗](https://doi.org/10.1109/taslp.2021.3126950)**Kouei Yamaoka, Nobutaka Ono, Shoji Makino*22 citations*
122. **[A Joint Model for Named Entity Recognition With Sentence-Level Entity Type Attentions ↗](https://doi.org/10.1109/taslp.2021.3069295)**Qian Tao, Meishan Zhang, Yinxia Lou et al.*21 citations*
123. **[Audio-Based Piano Performance Evaluation for Beginners With Convolutional Neural Network and Attention Mechanism ↗](https://doi.org/10.1109/taslp.2021.3061267)**Weiqing Wang, Jin Xiao Pan, Hua Yi et al.*21 citations*
124. **[D-Score: Holistic Dialogue Evaluation Without Reference ↗](https://doi.org/10.1109/taslp.2021.3074012)**Chen Zhang, Grandee Lee, Luis Fernando D’Haro et al.*21 citations*
125. **[Language-Independent Approach for Automatic Computation of Vowel Articulation Features in Dysarthric Speech Assessment ↗](https://doi.org/10.1109/taslp.2021.3090973)**Yuanyuan Liu, Nelly Penttilä, Tiina Ihalainen et al.*21 citations*
126. **[Modeling Future Cost for Neural Machine Translation ↗](https://doi.org/10.1109/taslp.2020.3042006)**Chaoqun Duan, Kehai Chen, Rui Wang et al.*21 citations*
127. **[Neural Cascade Architecture With Triple-Domain Loss for Speech Enhancement ↗](https://doi.org/10.1109/taslp.2021.3138716)**Heming Wang, DeLiang Wang*21 citations*
128. **[An Efficient Filter Bank Structure for Adaptive Notch Filtering and Applications ↗](https://doi.org/10.1109/taslp.2021.3120600)**Wenyi Wu, Yegui Xiao, Jianhui Lin et al.*20 citations*
129. **[Bayesian Learning for Deep Neural Network Adaptation ↗](https://doi.org/10.1109/taslp.2021.3084072)**Xurong Xie, Xunying Liu, Tan Lee et al.*20 citations*
130. **[Extracting and Predicting Word-Level Style Variations for Speech Synthesis ↗](https://doi.org/10.1109/taslp.2021.3074757)**Yajie Zhang, Zhen-Hua Ling*20 citations*
131. **[Keyword Search Using Attention-Based End-to-End ASR and Frame-Synchronous Phoneme Alignments ↗](https://doi.org/10.1109/taslp.2021.3120632)**Runyan Yang, Gaofeng Cheng, Haoran Miao et al.*20 citations*
132. **[Knowledge Enhanced Fact Checking and Verification ↗](https://doi.org/10.1109/taslp.2021.3120636)**Biru Zhu, Xingyao Zhang, Ming Gu et al.*20 citations*
133. **[Phone-Level Prosody Modelling With GMM-Based MDN for Diverse and Controllable Speech Synthesis ↗](https://doi.org/10.1109/taslp.2021.3133205)**Chenpeng Du, Kai Yu*20 citations*
134. **[RODA: Reverse Operation Based Data Augmentation for Solving Math Word Problems ↗](https://doi.org/10.1109/taslp.2021.3126932)**Qianying Liu, Wenyu Guan, Sujian Li et al.*20 citations*
135. **[Relation Extraction in Dialogues: A Deep Learning Model Based on the Generality and Specialty of Dialogue Text ↗](https://doi.org/10.1109/taslp.2021.3082295)**Mengjia Zhou, Donghong Ji, Fei Li*20 citations*
136. **[Analysis and Calibration of Lombard Effect and Whisper for Speaker Recognition ↗](https://doi.org/10.1109/taslp.2021.3053388)**Finnian Kelly, John H. L. Hansen*19 citations*
137. **[Nonlinear Spatial Filtering in Multichannel Speech Enhancement ↗](https://doi.org/10.1109/taslp.2021.3076372)**Kristina Tesch, Timo Gerkmann*19 citations*
138. **[Sparsity-Based Audio Declipping Methods: Selected Overview, New Algorithms, and Large-Scale Evaluation ↗](https://doi.org/10.1109/taslp.2021.3059264)**Clément Gaultier, Srđan Kitić, Rémi Gribonval et al.*19 citations*
139. **[Spatial Active Noise Control in Rooms Using Higher Order Sources ↗](https://doi.org/10.1109/taslp.2021.3126936)**Junqing Zhang, Wen Zhang, Jihui Aimee Zhang et al.*19 citations*
140. **[Wave Digital Modeling and Implementation of Nonlinear Audio Circuits With Nullors ↗](https://doi.org/10.1109/taslp.2021.3120627)**Riccardo Giampiccolo, Mauro Giuseppe de Bari, Alberto Bernardini et al.*19 citations*
141. **[Controlling Elevation and Azimuth Beamwidths With Concentric Circular Microphone Arrays ↗](https://doi.org/10.1109/taslp.2021.3072275)**Rajib Sharma, Israel Cohen, Baruch Berdugo*18 citations*
142. **[Language Agnostic Speaker Embedding for Cross-Lingual Personalized Speech Generation ↗](https://doi.org/10.1109/taslp.2021.3125142)**Yi Zhou, Xiaohai Tian, Haizhou Li*18 citations*
143. **[Mixed Precision Low-Bit Quantization of Neural Network Language Models for Speech Recognition ↗](https://doi.org/10.1109/taslp.2021.3129357)**Junhao Xu, Jianwei Yu, Shoukang Hu et al.*18 citations*
144. **[Music Emotion Recognition: Intention of Composers-Performers Versus Perception of Musicians, Non-Musicians, and Listening Machines ↗](https://doi.org/10.1109/taslp.2021.3138709)**Luca Turchet, Johan Pauwels*18 citations*
145. **[Reconfigurable Nonuniform Filter Bank for Hearing Aid Systems ↗](https://doi.org/10.1109/taslp.2021.3138713)**Tong Ma, Ying Wei, Xin Lou*18 citations*
146. **[Robustness of Speech Spoofing Detectors Against Adversarial Post-Processing of Voice Conversion ↗](https://doi.org/10.1109/taslp.2021.3124420)**Yiyang Ding, Hao-Jian Lin, Lijuan Liu et al.*18 citations*
147. **[Self-Supervised Representation Learning With Path Integral Clustering for Speaker Diarization ↗](https://doi.org/10.1109/taslp.2021.3075100)**Prachi Singh, Sriram Ganapathy*18 citations*
148. **[Adaptive Convolution for Semantic Role Labeling ↗](https://doi.org/10.1109/taslp.2020.3048665)**Kashif Munir, Hai Zhao, Zuchao Li*17 citations*
149. **[Addressing Extraction and Generation Separately: Keyphrase Prediction With Pre-Trained Language Models ↗](https://doi.org/10.1109/taslp.2021.3120587)**Rui Liu, Zheng Lin, Weiping Wang*17 citations*
150. **[Alleviating ASR Long-Tailed Problem by Decoupling the Learning of Representation and Classification ↗](https://doi.org/10.1109/taslp.2021.3138707)**Keqi Deng, Gaofeng Cheng, Runyan Yang et al.*17 citations*
151. **[Domain-Shift Conditioning Using Adaptable Filtering Via Hierarchical Embeddings for Robust Chinese Spell Check ↗](https://doi.org/10.1109/taslp.2021.3083108)**Minh Nguyen, Gia H. Ngo, Nancy F. Chen*17 citations*
152. **[Sensor Imperfection Tolerance Analysis of Robust Linear Differential Microphone Arrays ↗](https://doi.org/10.1109/taslp.2021.3110136)**Zuolong Chen, Huawei Chen, Quansheng Tu*17 citations*
153. **[Blind Separation for Multiple Moving Sources With Labeled Random Finite Sets ↗](https://doi.org/10.1109/taslp.2021.3087003)**Jonah Ong, Ba-Tuong Vo, Sven Erik Nordholm*16 citations*
154. **[CSS-LM: A Contrastive Framework for Semi-Supervised Fine-Tuning of Pre-Trained Language Models ↗](https://doi.org/10.1109/taslp.2021.3105013)**Yusheng Su, Xu Han, Yankai Lin et al.*16 citations*
155. **[CTC-Based Learning of Chroma Features for Score–Audio Music Retrieval ↗](https://doi.org/10.1109/taslp.2021.3110137)**Frank Zalkow, Meinard Müller*16 citations*
156. **[Deep Graph-Based Character-Level Chinese Dependency Parsing ↗](https://doi.org/10.1109/taslp.2021.3067212)**Linzhi Wu, Meishan Zhang*16 citations*
157. **[Evolving Multi-Resolution Pooling CNN for Monaural Singing Voice Separation ↗](https://doi.org/10.1109/taslp.2021.3051331)**Weitao Yuan, Bofei Dong, Shengbei Wang et al.*16 citations*
158. **[Graph-Based Clustering of Dolphin Whistles ↗](https://doi.org/10.1109/taslp.2021.3091813)**Dror Kipnis, Roee Diamant*16 citations*
159. **[Occlusion Effect Cancellation in Headphones and Hearing Devices—The Sister of Active Noise Cancellation ↗](https://doi.org/10.1109/taslp.2021.3130966)**Stefan Liebich, Peter Vary*16 citations*
160. **[Privacy-Preserving Audio Classification Using Variational Information Feature Extraction ↗](https://doi.org/10.1109/taslp.2021.3108063)**Alexandru Nelus, Rainer Martin*16 citations*
161. **[Bayesian Learning of LF-MMI Trained Time Delay Neural Networks for Speech Recognition ↗](https://doi.org/10.1109/taslp.2021.3069080)**Shoukang Hu, Xurong Xie, Shansong Liu et al.*15 citations*
162. **[Exemplar-Based Emotive Speech Synthesis ↗](https://doi.org/10.1109/taslp.2021.3052688)**Xixin Wu, Yuewen Cao, Hui Lu et al.*15 citations*
163. **[Geometry Calibration for Acoustic Transceiver Networks Based on Network Newton Distributed Optimization ↗](https://doi.org/10.1109/taslp.2021.3058539)**De Hu, Zhe Chen, Fuliang Yin*15 citations*
164. **[Monaural Speech Separation Using Speaker Embedding From Preliminary Separation ↗](https://doi.org/10.1109/taslp.2021.3101617)**Jaeuk Byun, Jong Won Shin*15 citations*
165. **[Review and Arrange: Curriculum Learning for Natural Language Understanding ↗](https://doi.org/10.1109/taslp.2021.3121986)**Licheng Zhang, Zhendong Mao, Benfeng Xu et al.*15 citations*
166. **[Semantic Change Detection With Gaussian Word Embeddings ↗](https://doi.org/10.1109/taslp.2021.3120645)**Arda Yüksel, Berke Ugurlu, Aykut Koç*15 citations*
167. **[A Graph-to-Sequence Learning Framework for Summarizing Opinionated Texts ↗](https://doi.org/10.1109/taslp.2021.3071667)**Penghui Wei, Jiahao Zhao, Wenji Mao*14 citations*
168. **[A Room Impulse Response Measurement Method Robust Towards Nonlinearities Based on Orthogonal Periodic Sequences ↗](https://doi.org/10.1109/taslp.2021.3120595)**Alberto Carini, Stefania Cecchi, Alessandro Terenzi et al.*14 citations*
169. **[Acoustic-to-Articulatory Mapping With Joint Optimization of Deep Speech Enhancement and Articulatory Inversion Models ↗](https://doi.org/10.1109/taslp.2021.3133218)**Abdolreza Sabzi Shahrebabaki, Giampiero Salvi, Torbjørn Karl Svendsen et al.*14 citations*
170. **[AdvExpander: Generating Natural Language Adversarial Examples by Expanding Text ↗](https://doi.org/10.1109/taslp.2021.3129339)**Shao Zhi-hong, Zhongqin Wu, Minlie Huang*14 citations*
171. **[Convolutional Maximum-Likelihood Distortionless Response Beamforming With Steering Vector Estimation for Robust Speech Recognition ↗](https://doi.org/10.1109/taslp.2021.3067202)**Byung Joon Cho, Hyung‐Min Park*14 citations*
172. **[Lyric or Dramatic - Vibrato Analysis for Voice Type Classification in Professional Opera Singers ↗](https://doi.org/10.1109/taslp.2021.3054299)**Matthias Müller, Thilo Schulz, Tatiana Ermakova et al.*14 citations*
173. **[Minimum-Volume Multichannel Nonnegative Matrix Factorization for Blind Audio Source Separation ↗](https://doi.org/10.1109/taslp.2021.3120603)**Jianyu Wang, Shanzheng Guan, Shupei Liu et al.*14 citations*
174. **[Multi-Metric Optimization Using Generative Adversarial Networks for Near-End Speech Intelligibility Enhancement ↗](https://doi.org/10.1109/taslp.2021.3111566)**Haoyu Li, Junichi Yamagishi*14 citations*
175. **[Flexibly Focusing on Supporting Facts, Using Bridge Links, and Jointly Training Specialized Modules for Multi-Hop Question Answering ↗](https://doi.org/10.1109/taslp.2021.3120643)**Tareq Alkhaldi, Chenhui Chu, Sadao Kurohashi*13 citations*
176. **[Multi-Branch Convolutional Macaron net for Sound Event Detection ↗](https://doi.org/10.1109/taslp.2021.3110649)**Teck Kai Chan, Cheng Siong Chin*13 citations*
177. **[Overview of the Eighth Dialog System Technology Challenge: DSTC8 ↗](https://doi.org/10.1109/taslp.2021.3078368)**Seokhwan Kim, Michel Galley, Chulaka Gunasekara et al.*13 citations*
178. **[Quantization-Aware Binaural MWF Based Noise Reduction Incorporating External Wireless Devices ↗](https://doi.org/10.1109/taslp.2021.3120639)**Jie Zhang, Changheng Li*13 citations*
179. **[Alignment Knowledge Distillation for Online Streaming Attention-Based Speech Recognition ↗](https://doi.org/10.1109/taslp.2021.3133217)**Hirofumi Inaguma, Tatsuya Kawahara*12 citations*
180. **[An AST Structure Enhanced Decoder for Code Generation ↗](https://doi.org/10.1109/taslp.2021.3138717)**Hui Jiang, Linfeng Song, Yubin Ge et al.*12 citations*
181. **[End-to-End Neural Based Modification of Noisy Speech for Speech-in-Noise Intelligibility Improvement ↗](https://doi.org/10.1109/taslp.2021.3126947)**Muhammed P.V. Shifas, Cătălin Zorilă, Yannis Stylianou*12 citations*
182. **[FSPRM: A Feature Subsequence Based Probability Representation Model for Chinese Word Embedding ↗](https://doi.org/10.1109/taslp.2021.3073868)**Yun Zhang, Yongguo Liu, Jiajing Zhu et al.*12 citations*
183. **[Guided Generative Adversarial Neural Network for Representation Learning and Audio Generation Using Fewer Labelled Audio Data ↗](https://doi.org/10.1109/taslp.2021.3098764)**Kazi Nazmul Haque, Rajib Kumar Rana, Jiajun Liu et al.*12 citations*
184. **[Hybrid Speech and Text Analysis Methods for Speaker Change Detection ↗](https://doi.org/10.1109/taslp.2021.3093817)**Or Haim Anidjar, Itshak Lapidot, Chen Hajaj et al.*12 citations*
185. **[Randomly Wired Network Based on RoBERTa and Dialog History Attention for Response Selection ↗](https://doi.org/10.1109/taslp.2021.3077119)**Byoungjae Kim, Jungyun Seo, Myoung‐Wan Koo*12 citations*
186. **[Reduction of Subjective Listening Effort for TV Broadcast Signals With Recurrent Neural Networks ↗](https://doi.org/10.1109/taslp.2021.3126931)**Nils L. Westhausen, Rainer Hüber, Hannah Baumgartner et al.*12 citations*
187. **[Optimizing Tandem Speaker Verification and Anti-Spoofing Systems ↗](https://doi.org/10.1109/taslp.2021.3138681)**Anssi Kanervisto, Ville Hautamäki, Tomi Kinnunen et al.*11 citations*
188. **[Perceptual-Similarity-Aware Deep Speaker Representation Learning for Multi-Speaker Generative Modeling ↗](https://doi.org/10.1109/taslp.2021.3059114)**Yuki Saito, Shinnosuke Takamichi, Hiroshi Saruwatari*11 citations*
189. **[Regularized Phrase-Based Topic Model for Automatic Question Classification With Domain-Agnostic Class Labels ↗](https://doi.org/10.1109/taslp.2021.3126937)**S. Supraja, Andy W. H. Khong, Sivanagaraja Tatinati*11 citations*
190. **[A Parametric Unconstrained Beamformer Based Binaural Noise Reduction for Assistive Hearing ↗](https://doi.org/10.1109/taslp.2021.3138675)**Jie Zhang, Guanghui Zhang*10 citations*
191. **[A Superfast Toeplitz Matrix Inversion Method for Single- and Multi-Channel Inverse Filters and Its Application to Room Equalization ↗](https://doi.org/10.1109/taslp.2021.3120650)**Mark A. Poletti, Paul D. Teal*10 citations*
192. **[An Optimal Envelope-Based Noise Reduction Method for Cochlear Implants: An Upper Bound Performance Investigation ↗](https://doi.org/10.1109/taslp.2021.3076363)**Rafael Attili Chiea, Márcio Holsbach Costa, Julio Apolinario Cordioli*10 citations*
193. **[Analysis of Deficient-Length Partitioned-Block Frequency-Domain Adaptive Filters ↗](https://doi.org/10.1109/taslp.2021.3138671)**Feiran Yang*10 citations*
194. **[Audibility of Group-Delay Equalization ↗](https://doi.org/10.1109/taslp.2021.3087969)**Juho Liski, Aki Mäkivirta, Vesa Välimäki*10 citations*
195. **[Automatic Detection of Affective Flattening in Schizophrenia: Acoustic Correlates to Sound Waves and Auditory Perception ↗](https://doi.org/10.1109/taslp.2021.3120591)**Fei He, Ling T. He, Jing Zhang et al.*10 citations*
196. **[Extractive Dialogue Summarization Without Annotation Based on Distantly Supervised Machine Reading Comprehension in Customer Service ↗](https://doi.org/10.1109/taslp.2021.3133206)**Bing Ma, Haifeng Sun, Jingyu Wang et al.*10 citations*
197. **[F0-Noise-Robust Glottal Source and Vocal Tract Analysis Based on ARX-LF Model ↗](https://doi.org/10.1109/taslp.2021.3120585)**Yongwei Li, Jianhua Tao, Donna Erickson et al.*10 citations*
198. **[History Reuse and Bag-of-Words Loss for Long Summary Generation ↗](https://doi.org/10.1109/taslp.2021.3100281)**Qing Liu, Lei Chen, Yuan Yuan et al.*10 citations*
199. **[Improving Unsupervised Extractive Summarization by Jointly Modeling Facet and Redundancy ↗](https://doi.org/10.1109/taslp.2021.3138673)**Xinnian Liang, Jing Li, Shuangzhi Wu et al.*10 citations*
200. **[Indoor Multi-Speaker Localization Based on Bayesian Nonparametrics in the Circular Harmonic Domain ↗](https://doi.org/10.1109/taslp.2021.3079809)**Kunkun SongGong, Huawei Chen, Wenwu Wang*10 citations*

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