IEEE/ACM Transactions on Audio Speech and Language Processing 2021: all accepted papers
- HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsWei-Ning Hsu, Benjamin Bolte, Yao-Hung Hubert Tsai et al.2,919 citations · our summary
- Pre-Training With Whole Word Masking for Chinese BERTYiming Cui, Wanxiang Che, Ting Liu et al.1,181 citations · our summary
- SoundStream: An End-to-End Neural Audio CodecNeil Zeghidour, Alejandro Luebs, Ahmed Omran et al.610 citations · our summary
- FSD50K: An Open Dataset of Human-Labeled Sound Events ↗Eduardo Fonseca, Xavier Favory, Jordi Pons et al.449 citations
- An Overview of Deep-Learning-Based Audio-Visual Speech Enhancement and Separation ↗Daniel Michelsanti, Zheng‐Hua Tan, Shi-Xiong Zhang et al.316 citations
- TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech ↗Andy T. Liu, Shang-Wen Li, Hung-yi Lee312 citations
- CTNet: Conversational Transformer Network for Emotion Recognition ↗Zheng Lian, Bin Liu, Jianhua Tao296 citations
- Wavesplit: End-to-End Speech Separation by Speaker Clustering ↗Neil Zeghidour, David Grangier257 citations
- Two Heads are Better Than One: A Two-Stage Complex Spectral Mapping Approach for Monaural Speech Enhancement ↗Andong Li, Wenzhe Liu, Chengshi Zheng et al.192 citations
- Dense CNN With Self-Attention for Time-Domain Speech Enhancement ↗Ashutosh Pandey, DeLiang Wang182 citations
- PSLA: Improving Audio Tagging With Pretraining, Sampling, Labeling, and Aggregation ↗Yuan Gong, Yu-An Chung, James Glass162 citations
- The Detection of Parkinson's Disease From Speech Using Voice Source Information ↗N. P. Narendra, Björn Wolfgang Schuller, Paavo Alku127 citations
- FluentNet: End-to-End Detection of Stuttered Speech Disfluencies With Deep Learning ↗Tedd Kourkounakis, Amirhossein Hajavi, Ali Etemad109 citations
- High-Resolution Piano Transcription With Pedals by Regressing Onset and Offset Times ↗Qiuqiang Kong, Bochen Li, Xuchen Song et al.109 citations
- Recent Progress in the CUHK Dysarthric Speech Recognition System ↗Shansong Liu, Mengzhe Geng, Shoukang Hu et al.95 citations
- Multi-microphone Complex Spectral Mapping for Utterance-wise and Continuous Speech Separation ↗Zhong-Qiu Wang, Peidong Wang, DeLiang Wang90 citations
- Analyzing Multimodal Sentiment Via Acoustic- and Visual-LSTM With Channel-Aware Temporal Convolution Network ↗Sijie Mai, Songlong Xing, Haifeng Hu88 citations
- Expressive TTS Training With Frame and Style Reconstruction Loss ↗Rui Liu, Berrak Şişman, Guanglai Gao et al.85 citations
- Information Fusion in Attention Networks Using Adaptive and Multi-Level Factorized Bilinear Pooling for Audio-Visual Emotion Recognition ↗Hengshun Zhou, Jun Du, Yuanyuan Zhang et al.84 citations
- Speech Enhancement Using Multi-Stage Self-Attentive Temporal Convolutional Networks ↗Ju Lin, Adriaan J. van Wijngaarden, Kuang‐Ching Wang et al.84 citations
- Any-to-Many Voice Conversion With Location-Relative Sequence-to-Sequence Modeling ↗Songxiang Liu, Yuewen Cao, Disong Wang et al.83 citations
- Towards Model Compression for Deep Learning Based Speech Enhancement ↗Ke Tan, DeLiang Wang82 citations
- Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations ↗Jia-Hao Hsu, Ming-Hsiang Su, Chung‐Hsien Wu et al.77 citations
- Multimodal Emotion Recognition With Temporal and Semantic Consistency ↗Bingzhi Chen, Qi Zhi Cao, Mi-Xiao Hou et al.71 citations
- Objective Measures of Perceptual Audio Quality Reviewed: An Evaluation of Their Application Domain Dependence ↗Matteo Torcoli, Thorsten Kastner, Jürgen Herre71 citations
- Bridging Text and Video: A Universal Multimodal Transformer for Audio-Visual Scene-Aware Dialog ↗Zekang Li, Zongjia Li, Jinchao Zhang et al.68 citations
- Desynchronization Attacks Resilient Watermarking Method Based on Frequency Singular Value Coefficient Modification ↗Juan Zhao, Tianrui Zong, Yong Xiang et al.64 citations
- Exploiting Adapters for Cross-Lingual Low-Resource Speech Recognition ↗Wenxin Hou, Han Zhu, Yidong Wang et al.64 citations
- Multi-Task Sequence Tagging for Emotion-Cause Pair Extraction Via Tag Distribution Refinement ↗Chuang Fan, Chaofa Yuan, Lin Gui et al.63 citations
- A Unified Target-Oriented Sequence-to-Sequence Model for Emotion-Cause Pair Extraction ↗Zifeng Cheng, Zhiwei Jiang, Yafeng Yin et al.62 citations
- Audio-Visual Deep Neural Network for Robust Person Verification ↗Yanmin Qian, Zhengyang Chen, Shuai Wang61 citations
- Towards Robust Speech Super-Resolution ↗Heming Wang, DeLiang Wang59 citations
- Sarcasm Detection with Commonsense Knowledge ↗Jiangnan Li, Hongliang Pan, Zheng Lin et al.58 citations
- Nearest Kronecker Product Decomposition Based Linear-in-The-Parameters Nonlinear Filters ↗Sankha Subhra Bhattacharjee, Nithin V. George57 citations
- Fast End-to-End Speech Recognition Via Non-Autoregressive Models and Cross-Modal Knowledge Transferring From BERT ↗Ye Bai, Jiangyan Yi, Jianhua Tao et al.55 citations
- Receptive Field Regularization Techniques for Audio Classification and Tagging With Deep Convolutional Neural Networks ↗Khaled Koutini, Hamid Eghbal-zadeh, Gerhard Widmer54 citations
- Spatial Active Noise Control Based on Kernel Interpolation of Sound Field ↗Shoichi Koyama, Jesper Brunnström, Hayato Ito et al.54 citations
- Modified Magnitude-Phase Spectrum Information for Spoofing Detection ↗Jichen Yang, Hongji Wang, Rohan Kumar Das et al.53 citations
- On the Robustness of the Superdirective Beamformer ↗Xi Chen, Jacob Benesty, Gongping Huang et al.53 citations
- Towards Duration Robust Weakly Supervised Sound Event Detection ↗Heinrich Dinkel, Mengyue Wu, Kai Yu51 citations
- Zero-Shot Audio Classification Via Semantic Embeddings ↗Huang Xie, Tuomas I. Virtanen51 citations
- Comparison of Feature Extraction Methods for Sound-Based Classification of Honey Bee Activity ↗Alessandro Terenzi, Nicola Ortolani, Inês Nolasco et al.50 citations
- Deep Learning Based Real-Time Speech Enhancement for Dual-Microphone Mobile Phones ↗Ke Tan, Xueliang Zhang, DeLiang Wang50 citations
- Neural Network Adaptation and Data Augmentation for Multi-Speaker Direction-of-Arrival Estimation ↗Weipeng He, Petr Motlíček, Jean‐Marc Odobez47 citations
- DUMA: Reading Comprehension With Transposition Thinking ↗Pengfei Zhu, Zhuosheng Zhang, Hai Zhao et al.46 citations
- High-Order Pair-Wise Aspect and Opinion Terms Extraction With Edge-Enhanced Syntactic Graph Convolution ↗Shengqiong Wu, Hao Fei, Yafeng Ren et al.44 citations
- Pretraining Techniques for Sequence-to-Sequence Voice Conversion ↗Wen-Chin Huang, Tomoki Hayashi, Yi-Chiao Wu et al.44 citations
- Detection of Multiple Steganography Methods in Compressed Speech Based on Code Element Embedding, Bi-LSTM and CNN With Attention Mechanisms ↗Songbin Li, Jingang Wang, Peng Liu et al.42 citations
- LSBert: Lexical Simplification Based on BERT ↗Jipeng Qiang, Yun Li, Yi Qing Zhu et al.42 citations
- Mixed Source Sound Field Translation for Virtual Binaural Application With Perceptual Validation ↗Lachlan I. Birnie, Thushara Dheemantha Abhayapala, Vladimir Tourbabin et al.40 citations
- Binaural Reproduction Based on Bilateral Ambisonics and Ear-Aligned HRTFs ↗Zamir Ben-Hur, David Lou Alon, Ravish Mehra et al.39 citations
- Contrastive Information Extraction With Generative Transformer ↗Ningyu Zhang, Hongbin Ye, Shumin Deng et al.39 citations
- Multi-View Speech Emotion Recognition Via Collective Relation Construction ↗Mi-Xiao Hou, Zheng Zhang, Qi Zhi Cao et al.39 citations
- A Joint Diagonalization Based Efficient Approach to Underdetermined Blind Audio Source Separation Using the Multichannel Wiener Filter ↗Nobutaka Ito, Rintaro Ikeshita, Hiroshi Sawada et al.38 citations
- Robust Q-Gradient Subband Adaptive Filter for Nonlinear Active Noise Control ↗Kaili Yin, Yi-Fei Pu, Lu Lu38 citations
- Speech Emotion Recognition Using Sequential Capsule Networks ↗Xixin Wu, Yuewen Cao, Hui Lu et al.38 citations
- Determined BSS Based on Time-Frequency Masking and Its Application to Harmonic Vector Analysis ↗Kohei Yatabe, Daichi Kitamura37 citations
- Exploiting Temporal Context in CNN Based Multisource DOA Estimation ↗Alexander Bohlender, Ann Spriet, Wouter Tirry et al.37 citations
- Multi-Tone Phase Coding of Interaural Time Difference for Sound Source Localization With Spiking Neural Networks ↗Zihan Pan, Malu Zhang, Jibin Wu et al.37 citations
- Cascaded Random Fourier Filter for Robust Nonlinear Active Noise Control ↗Yingying Zhu, Haiquan Zhao, Xiaoqiong He et al.36 citations
- Sinsy: A Deep Neural Network-Based Singing Voice Synthesis System ↗Yukiya Hono, Kei Hashimoto, Keiichiro Oura et al.36 citations
- Convolutive Prediction for Monaural Speech Dereverberation and Noisy-Reverberant Speaker Separation ↗Zhong-Qiu Wang, Gordon Wichern, Jonathan Le Roux35 citations
- Multi-Channel Multi-Frame ADL-MVDR for Target Speech Separation ↗Zhuohuang Zhang, Yong Xu, Meng Yu et al.35 citations
- Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations ↗Qian Li, Hao Ming Peng, Jianxin Li et al.35 citations
- Voice Activity Detection in the Wild: A Data-Driven Approach Using Teacher-Student Training ↗Heinrich Dinkel, Shuai Wang, Xuenan Xu et al.35 citations
- Efficient Combinatorial Optimization for Word-Level Adversarial Textual Attack ↗Shengcai Liu, Ning Lü, Cheng Chen et al.34 citations
- Optimal Output-Constrained Active Noise Control Based on Inverse Adaptive Modeling Leak Factor Estimate ↗Dongyuan Shi, Woon‐Seng Gan, Bhan Lam et al.34 citations
- Target Speaker Verification With Selective Auditory Attention for Single and Multi-Talker Speech ↗Chenglin Xu, Wei Rao, Jibin Wu et al.34 citations
- Improving the Adversarial Robustness for Speaker Verification by Self-Supervised Learning ↗Haibin Wu, Li Xu, Andy T. Liu et al.33 citations
- S-Vectors and TESA: Speaker Embeddings and a Speaker Authenticator Based on Transformer Encoder ↗N J Metilda Sagaya Mary, Srinivasan Umesh, Sandesh V. Katta33 citations
- Generation of Personal Sound Zones With Physical Meaningful Constraints and Conjugate Gradient Method ↗Liming Shi, Taewoong Lee, Lijun Zhang et al.32 citations
- A Wave Digital Newton-Raphson Method for Virtual Analog Modeling of Audio Circuits with Multiple One-Port Nonlinearities ↗Alberto Bernardini, Enrico Bozzo, Federico Fontana et al.31 citations
- Knowing Where to Leverage: Context-Aware Graph Convolutional Network With an Adaptive Fusion Layer for Contextual Spoken Language Understanding ↗Libo Qin, Wanxiang Che, Minheng Ni et al.31 citations
- A Novel Loss Function and Training Strategy for Noise-Robust Keyword Spotting ↗Iván López‐Espejo, Zheng‐Hua Tan, Jesper Jensen30 citations
- Beamforming with Cube Microphone Arrays Via Kronecker Product Decompositions ↗Xuehan Wang, Jacob Benesty, Jingdong Chen et al.30 citations
- Improving Skip-Gram Embeddings Using BERT ↗Yile Wang, Leyang Cui, Yue Zhang30 citations
- Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization ↗Bing Yang, Hong Liu, Xiaofei Li30 citations
- Adaptive Adapters: An Efficient Way to Incorporate BERT Into Neural Machine Translation ↗Junliang Guo, Zhirui Zhang, Linli Xu et al.29 citations
- Learning Fine-Grained Fact-Article Correspondence in Legal Cases ↗Jidong Ge, Yunyun huang, Xiaoyu Shen et al.29 citations
- Conditioned Source Separation for Musical Instrument Performances ↗Olga Slizovskaia, Gloria Haro, Emilia Gomez28 citations
- Multi-Source Domain Adaptation for Text-Independent Forensic Speaker Recognition ↗Zhenyu Wang, John H. L. Hansen28 citations
- Converting Foreign Accent Speech Without a Reference ↗Guanlong Zhao, Shaojin Ding, Ricardo Gutiérrez‐Osuna27 citations
- Double-Cross-Correlation Processing for Blind Sampling-Rate and Time-Offset Estimation ↗Aleksej Chinaev, Philipp Thüne, Gerald Enzner27 citations
- Enhancing Segment-Based Speech Emotion Recognition by Iterative Self-Learning ↗Shuiyang Mao, P.C. Ching, Tan Lee27 citations
- Group Communication With Context Codec for Lightweight Source Separation ↗Yi Luo, Cong Han, Nima Mesgarani27 citations
- Neural Machine Translation With Explicit Phrase Alignment ↗Jiacheng Zhang, Huanbo Luan, Maosong Sun et al.27 citations
- On the Design of Differential Kronecker Product Beamformers ↗Gal Itzhak, Jacob Benesty, Israel Cohen27 citations
- PhaseDCN: A Phase-Enhanced Dual-Path Dilated Convolutional Network for Single-Channel Speech Enhancement ↗Lu Zhang, Mingjiang Wang, Qiquan Zhang et al.27 citations
- Quasi-Periodic WaveNet: An Autoregressive Raw Waveform Generative Model With Pitch-Dependent Dilated Convolution Neural Network ↗Yi-Chiao Wu, Tomoki Hayashi, Patrick Lumban Tobing et al.27 citations
- Live Streaming Speech Recognition Using Deep Bidirectional LSTM Acoustic Models and Interpolated Language Models ↗Javier Jorge, Adrià Giménez, Joan Albert Silvestre-Cerdà et al.26 citations
- Meta-Learning With Latent Space Clustering in Generative Adversarial Network for Speaker Diarization ↗Monisankha Pal, Manoj Kumar, Raghuveer Peri et al.26 citations
- Scalable and Efficient Neural Speech Coding: A Hybrid Design ↗Kai Zhen, Jongmo Sung, Mi Suk Lee et al.26 citations
- Word-Region Alignment-Guided Multimodal Neural Machine Translation ↗Yuting Zhao, Mamoru Komachi, Tomoyuki Kajiwara et al.26 citations
- Audio-Visual Multi-Channel Integration and Recognition of Overlapped Speech ↗Jianwei Yu, Shi-Xiong Zhang, Bo Wu et al.25 citations
- Deep Selective Memory Network With Selective Attention and Inter-Aspect Modeling for Aspect Level Sentiment Classification ↗Peiqin Lin, Meng Yang, Jianhuang Lai25 citations
- Diverse Distractor Generation for Constructing High-Quality Multiple Choice Questions ↗Jiayuan Xie, Ningxin Peng, Yi Cai et al.25 citations
- Domain-Aware Dialogue State Tracker for Multi-Domain Dialogue Systems ↗Vevake Balaraman, Bernardo Magnini25 citations
- Hierarchical Neighbor Propagation With Bidirectional Graph Attention Network for Relation Prediction ↗Zhiwen Xie, Runjie Zhu, Jin Liu et al.25 citations
- On the Design of 3D Steerable Beamformers With Uniform Concentric Circular Microphone Arrays ↗Xudong Zhao, Gongping Huang, Jingdong Chen et al.25 citations
- TutorNet: Towards Flexible Knowledge Distillation for End-to-End Speech Recognition ↗Ji Won Yoon, Hyeonseung Lee, Hyung Yong Kim et al.25 citations
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