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Interspeech 2021: all accepted papers

963 papers · page 3 of 10 · the most cited first · ← Interspeech 2021

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  1. Uncertainty-Aware COVID-19 Detection from Imbalanced Sound Data ↗Tong Xia, Jing Han, Lorena Qendro et al.20 citations
  2. “You don’t understand me!”: Comparing ASR Results for L1 and L2 Speakers of Swedish ↗Ronald Cumbal, Birger Moëll, José Lopes et al.20 citations
  3. Controllable Context-Aware Conversational Speech Synthesis ↗Jian Cong, Shan Yang, Na Hu et al.19 citations
  4. MetricNet: Towards Improved Modeling For Non-Intrusive Speech Quality Assessment ↗Meng Yu, Chunlei Zhang, Yong Xu et al.19 citations
  5. Noisy Student-Teacher Training for Robust Keyword Spotting ↗Hyunjin Park, Pai Zhu, Ignacio López Moreno et al.19 citations
  6. Speaker Attentive Speech Emotion Recognition ↗Clément Le Moine Veillon, Nicolas Obin, Axel Röebel19 citations
  7. Y2-Net FCRN for Acoustic Echo and Noise Suppression ↗Ernst Seidel, Jan Franzen, Maximilian Strake et al.19 citations
  8. Applying TDNN Architectures for Analyzing Duration Dependencies on Speech Emotion Recognition ↗Pooja Kumawat, Aurobinda Routray18 citations
  9. Best of Both Worlds: Robust Accented Speech Recognition with Adversarial Transfer Learning ↗Nilaksh Das, Sravan Bodapati, Monica Sunkara et al.18 citations
  10. Bi-Directional Joint Neural Networks for Intent Classification and Slot Filling ↗Soyeon Caren Han, Siqu Long, Huichun Li et al.18 citations
  11. Detecting Alzheimer’s Disease Using Interactional and Acoustic Features from Spontaneous Speech ↗Shamila Nasreen, Julian Hough, Matthew Purver18 citations
  12. Dr-Vectors: Decision Residual Networks and an Improved Loss for Speaker Recognition ↗Jason W. Pelecanos, Quan Wang, Ignacio López Moreno18 citations
  13. Enriching Source Style Transfer in Recognition-Synthesis Based Non-Parallel Voice Conversion ↗Zhichao Wang, Xinyong Zhou, Fengyu Yang et al.18 citations
  14. Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis ↗Jian Cong, Shan Yang, Lei Xie et al.18 citations
  15. Graph-Based Label Propagation for Semi-Supervised Speaker Identification ↗Long Chen, Venkatesh Ravichandran, Andreas Stolcke18 citations
  16. Joint Feature Enhancement and Speaker Recognition with Multi-Objective Task-Oriented Network ↗Yibo Wu, Longbiao Wang, Kong Aik Lee et al.18 citations
  17. On-the-Fly Aligned Data Augmentation for Sequence-to-Sequence ASR ↗Tsz Kin Lam, Mayumi Ohta, Shigehiko Schamoni et al.18 citations
  18. Voting for the Right Answer: Adversarial Defense for Speaker Verification ↗Haibin Wu, Yang Zhang, Zhiyong Wu et al.18 citations
  19. Aligned Contrastive Predictive Coding ↗Jan Chorowski, Grzegorz Ciesielski, Jarosław Dzikowski et al.17 citations
  20. Detecting COVID-19 from Audio Recording of Coughs Using Random Forests and Support Vector Machines ↗Isabella Södergren, Maryam Pahlavan Nodeh, Prakash Chandra Chhipa et al.17 citations
  21. Knowledge Distillation from BERT Transformer to Speech Transformer for Intent Classification ↗Yidi Jiang, Bidisha Sharma, Maulik C. Madhavi et al.17 citations
  22. Large-Scale Self- and Semi-Supervised Learning for Speech Translation ↗Changhan Wang, Anne Wu, Juan Pino et al.17 citations
  23. Late Fusion of the Available Lexicon and Raw Waveform-Based Acoustic Modeling for Depression and Dementia Recognition ↗Esaú Villatoro-Tello, S. Pavankumar Dubagunta, Julian Fritsch et al.17 citations
  24. Look Who’s Talking: Active Speaker Detection in the Wild ↗You Jin Kim, Hee-Soo Heo, Soyeon Choe et al.17 citations
  25. Time Delay Estimation for Speaker Localization Using CNN-Based Parametrized GCC-PHAT Features ↗Daniele Salvati, Carlo Drioli, Gian Luca Foresti17 citations
  26. Using Large Self-Supervised Models for Low-Resource Speech Recognition ↗Krishna D. N, Pinyi Wang, Bruno Bozza17 citations
  27. Y-Vector: Multiscale Waveform Encoder for Speaker Embedding ↗Ge Zhu, Fei Jiang, Zhiyao Duan17 citations
  28. Boosting of Contextual Information in ASR for Air-Traffic Call-Sign Recognition ↗Martin Kocour, Karel Veselý, Alexander Blatt et al.16 citations
  29. Data Augmentation for Spoken Language Understanding via Pretrained Language Models ↗Baolin Peng, Chenguang Zhu, Michael Zeng et al.16 citations
  30. Efficient Conformer with Prob-Sparse Attention Mechanism for End-to-End Speech Recognition ↗Xiong Wang, Sining Sun, Lei Xie et al.16 citations
  31. FRILL: A Non-Semantic Speech Embedding for Mobile Devices ↗Jacob Peplinski, Joel Shor, Sachin Joglekar et al.16 citations
  32. FastICARL: Fast Incremental Classifier and Representation Learning with Efficient Budget Allocation in Audio Sensing Applications ↗Young D. Kwon, Jagmohan Chauhan, Cecilia Mascolo C16 citations
  33. Golos: Russian Dataset for Speech Research ↗Nikolay Karpov, Alexander A. Denisenko, Fedor Minkin16 citations
  34. Multilingual Speech Evaluation: Case Studies on English, Malay and Tamil ↗Huayun Zhang, Ke Shi, Nancy F. Chen16 citations
  35. Pushing the Limits of Non-Autoregressive Speech Recognition ↗Edwin G. Ng, Chung‐Cheng Chiu, Yu Zhang et al.16 citations
  36. Scenario-Dependent Speaker Diarization for DIHARD-III Challenge ↗Yuxuan Wang, Jun Du, Maokui He et al.16 citations
  37. Separation of Emotional and Reconstruction Embeddings on Ladder Network to Improve Speech Emotion Recognition Robustness in Noisy Conditions ↗Seong-Gyun Leem, Daniel Fulford, Jukka-Pekka “JP” Onnela et al.16 citations
  38. Serialized Multi-Layer Multi-Head Attention for Neural Speaker Embedding ↗Hongning Zhu, Kong Aik Lee, Haizhou Li16 citations
  39. Spectro-Temporal Deep Features for Disordered Speech Assessment and Recognition ↗Mengzhe Geng, Shansong Liu, Jianwei Yu et al.16 citations
  40. Teacher-Student MixIT for Unsupervised and Semi-Supervised Speech Separation ↗Jisi Zhang, Cătălin Zorilă, Rama Doddipatla et al.16 citations
  41. Transfer Learning and Data Augmentation Techniques to the COVID-19 Identification Tasks in ComParE 2021 ↗Edresson Casanova, Arnaldo Cândido, Ricardo Corso Fernandes et al.16 citations
  42. A Deep Learning Approach to Multi-Channel and Multi-Microphone Acoustic Echo Cancellation ↗Hao Zhang, DeLiang Wang15 citations
  43. Arabic Code-Switching Speech Recognition Using Monolingual DataAhmed M. Abdelatty Ali, Shammur Absar Chowdhury, Amir Hussein et al.15 citations · our summary
  44. Classification of COVID-19 from Cough Using Autoregressive Predictive Coding Pretraining and Spectral Data Augmentation ↗John B. Harvill, Yash R. Wani, Mark Hasegawa‐Johnson et al.15 citations
  45. Cough-Based COVID-19 Detection with Contextual Attention Convolutional Neural Networks and Gender Information ↗Adria Mallol-Ragolta, Helena Cuesta, Emilia Gómez et al.15 citations
  46. Inplace Gated Convolutional Recurrent Neural Network for Dual-Channel Speech Enhancement ↗Jinjiang Liu, Xueliang Zhang15 citations
  47. NeMo Inverse Text Normalization: From Development to Production ↗Yang Zhang, Evelina Bakhturina, Kyle Gorman et al.15 citations
  48. PANACEA Cough Sound-Based Diagnosis of COVID-19 for the DiCOVA 2021 Challenge ↗Madhu R. Kamble, José A. González, Teresa Grau et al.15 citations
  49. Protecting Gender and Identity with Disentangled Speech Representations ↗Dimitrios Stoidis, Andrea Cavallaro15 citations
  50. Should We Always Separate?: Switching Between Enhanced and Observed Signals for Overlapping Speech Recognition ↗Hiroshi Satō, Tsubasa Ochiai, Marc Delcroix et al.15 citations
  51. Teaching Keyword Spotters to Spot New Keywords with Limited Examples ↗Abhijeet Awasthi, Kevin Kilgour, Hassan Rom15 citations
  52. Transfer Learning-Based Cough Representations for Automatic Detection of COVID-19 ↗Rubén Solera-Ureña, Catarina Botelho, Francisco Teixeira et al.15 citations
  53. A Comparison of Supervised and Unsupervised Pre-Training of End-to-End Models ↗Ananya Misra, Dongseong Hwang, Zhouyuan Huo et al.14 citations
  54. A Light-Weight Contextual Spelling Correction Model for Customizing Transducer-Based Speech Recognition Systems ↗Xiaoqiang Wang, Yanqing Liu, Sheng Zhao et al.14 citations
  55. A Systematic Review and Analysis of Multilingual Data Strategies in Text-to-Speech for Low-Resource Languages ↗Phat Do, Matt Coler, Jelske Dijkstra et al.14 citations
  56. Comparing CTC and LFMMI for Out-of-Domain Adaptation of wav2vec 2.0 Acoustic Model ↗Apoorv Vyas, Srikanth R. Madikeri, Hervé A. Bourlard14 citations
  57. Cross-Domain Speech Recognition with Unsupervised Character-Level Distribution Matching ↗Wenxin Hou, Jindong Wang, Xu Tan et al.14 citations
  58. Dual Causal/Non-Causal Self-Attention for Streaming End-to-End Speech Recognition ↗Niko Moritz, Takaaki Hori, Jonathan Le Roux14 citations
  59. Few-Shot Learning of New Sound Classes for Target Sound Extraction ↗Marc Delcroix, Jorge Bennasar Vázquez, Tsubasa Ochiai et al.14 citations
  60. Implicit Filter-and-Sum Network for End-to-End Multi-Channel Speech Separation ↗Yi Luo, Nima Mesgarani14 citations
  61. Improving Streaming Transformer Based ASR Under a Framework of Self-Supervised Learning ↗Songjun Cao, Yueteng Kang, Yanzhe Fu et al.14 citations
  62. Minimum Word Error Rate Training with Language Model Fusion for End-to-End Speech Recognition ↗Zhong Meng, Yu Wu, Naoyuki Kanda et al.14 citations
  63. Rapid Speaker Adaptation for Conformer Transducer: Attention and Bias Are All You Need ↗Yan Huang, Guoli Ye, Jinyu Li et al.14 citations
  64. Self-Supervised End-to-End ASR for Low Resource L2 Swedish ↗Ragheb Al-Ghezi, Yaroslav Getman, Aku Rouhe et al.14 citations
  65. Stochastic Process Regression for Cross-Cultural Speech Emotion Recognition ↗Mani Kumar T, Enrique Sánchez, Georgios Tzimiropoulos et al.14 citations
  66. Streaming End-to-End ASR Based on Blockwise Non-Autoregressive Models ↗Tianzi Wang, Yuya Fujita, Xuankai Chang et al.14 citations
  67. Ultra Fast Speech Separation Model with Teacher Student Learning ↗Sanyuan Chen, Yu Wu, Zhuo Chen et al.14 citations
  68. A Context-Aware Hierarchical BERT Fusion Network for Multi-Turn Dialog Act DetectionTing-Wei Wu, Ruolin Su, Biing-Hwang Fred Juang13 citations · our summary
  69. A Preliminary Study of a Two-Stage Paradigm for Preserving Speaker Identity in Dysarthric Voice Conversion ↗Wen-Chin Huang, Kazuhiro Kobayashi, Yuhuai Peng et al.13 citations
  70. A Speech Emotion Recognition Framework for Better Discrimination of Confusions ↗Jiawang Liu, Haoxiang Wang13 citations
  71. Adapting Speaker Embeddings for Speaker Diarisation ↗Youngki Kwon, Jee-weon Jung, Hee-Soo Heo et al.13 citations
  72. An Improved Single Step Non-Autoregressive Transformer for Automatic Speech Recognition ↗Ruchao Fan, Wei Chu, Peng Chang et al.13 citations
  73. Automatic Lip-Reading with Hierarchical Pyramidal Convolution and Self-Attention for Image Sequences with No Word Boundaries ↗Hang Chen, Jun Du, Yu Hu et al.13 citations
  74. Detection of Lexical Stress Errors in Non-Native (L2) English with Data Augmentation and AttentionDaniel Korzekwa, Roberto Barra-Chicote, Szymon Zaporowski et al.13 citations · our summary
  75. Event Specific Attention for Polyphonic Sound Event Detection ↗Harshavardhan Sundar, Ming Sun, Chao Wang13 citations
  76. Exploring Targeted Universal Adversarial Perturbations to End-to-End ASR Models ↗Zhiyun Lu, Wei Han, Yu Zhang et al.13 citations
  77. Incorporating Cross-Speaker Style Transfer for Multi-Language Text-to-Speech ↗Zengqiang Shang, Zhihua Huang, Haozhe Zhang et al.13 citations
  78. Knowledge Distillation from Multi-Modality to Single-Modality for Person Verification ↗Leying Zhang, Zhengyang Chen, Yanmin Qian13 citations
  79. Leveraging Pre-Trained Language Model for Speech Sentiment Analysis ↗Suwon Shon, Pablo Brusco, Jing Samantha Pan et al.13 citations
  80. Multi-Level Transfer Learning from Near-Field to Far-Field Speaker Verification ↗Li Zhang, Qing Wang, Kong Aik Lee et al.13 citations
  81. Restoring Degraded Speech via a Modified Diffusion Model ↗Jianwei Zhang, Suren Jayasuriya, Visar Berisha13 citations
  82. Rich Prosody Diversity Modelling with Phone-Level Mixture Density Network ↗Chenpeng Du, Kai Yu13 citations
  83. Self-Attention Channel Combinator Frontend for End-to-End Multichannel Far-Field Speech Recognition ↗Rong Gong, Carl Quillen, Dushyant Sharma et al.13 citations
  84. Self-Supervised Phonotactic Representations for Language Identification ↗G. Ramesh, C. Shiva Kumar, K. Sri Rama Murty13 citations
  85. Three-Class Overlapped Speech Detection Using a Convolutional Recurrent Neural Network ↗Jee-weon Jung, Hee-Soo Heo, Youngki Kwon et al.13 citations
  86. Unsupervised Learning of Disentangled Speech Content and Style Representation ↗Andros Tjandra, Ruoming Pang, Yu Zhang et al.13 citations
  87. Weakly-Supervised Word-Level Pronunciation Error Detection in Non-Native English SpeechDaniel Korzekwa, Jaime Lorenzo-Trueba, Thomas Drugman A et al.13 citations · our summary
  88. A Neural-Network-Based Approach to Identifying Speakers in Novels ↗Yue Chen, Zhen-Hua Ling, Qingfeng Liu12 citations
  89. A Two-Stage Approach to Speech Bandwidth Extension ↗Ju Lin, Yun Wang, Kaustubh Kalgaonkar et al.12 citations
  90. Acoustic Echo Cancellation with Cross-Domain Learning ↗Lukas Pfeifenberger, Matthias Zöhrer, Franz Pernkopf12 citations
  91. Amortized Neural Networks for Low-Latency Speech Recognition ↗Jonathan J. Macoskey, Grant P. Strimel, Jinru Su et al.12 citations
  92. Automatic Error Correction for Speaker Embedding Learning with Noisy Labels ↗Fuchuan Tong, Yan Liu, Song Li et al.12 citations
  93. BERT-Based Semantic Model for Rescoring N-Best Speech Recognition List ↗Dominique Fohr, Irina Illina12 citations
  94. Comparing Supervised Models and Learned Speech Representations for Classifying Intelligibility of Disordered Speech on Selected Phrases ↗Subhashini Venugopalan, Joel Shor, Manoj Plakal et al.12 citations
  95. Cross-Modal Knowledge Distillation Method for Automatic Cued Speech Recognition ↗Jianrong Wang, Ziyue Tang, Xuewei Li et al.12 citations
  96. Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data ↗Ziyi Xu, Maximilian Strake, Tim Fingscheidt12 citations
  97. Efficient Weight Factorization for Multilingual Speech Recognition ↗Ngoc-Quan Pham, Tuan Nam Nguyen, Sebastian Stüker et al.12 citations
  98. Evaluating the Vulnerability of End-to-End Automatic Speech Recognition Models to Membership Inference Attacks ↗Muhammad A. Shah, Joseph Szurley, Markus Mueller et al.12 citations
  99. Extremely Low Footprint End-to-End ASR System for Smart Device ↗Zhifu Gao, Yiwu Yao, Shiliang Zhang et al.12 citations
  100. Fake Audio Detection in Resource-Constrained Settings Using Microfeatures ↗Hira Dhamyal, Ayesha Ali, Ihsan Ayyub Qazi et al.12 citations

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